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[DL-Learner SVN] SF.net SVN: dl-learner:[2264] trunk
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From: <hee...@us...> - 2010-08-20 09:01:03
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Revision: 2264
http://dl-learner.svn.sourceforge.net/dl-learner/?rev=2264&view=rev
Author: heeroyuy
Date: 2010-08-20 09:00:54 +0000 (Fri, 20 Aug 2010)
Log Message:
-----------
-added heart disease ontology
Added Paths:
-----------
trunk/src/dl-learner/org/dllearner/examples/Heart.java
trunk/test/heart/
trunk/test/heart/files/
trunk/test/heart/files/heart.dat
trunk/test/heart/heart.owl
trunk/test/heart/train.conf
Added: trunk/src/dl-learner/org/dllearner/examples/Heart.java
===================================================================
--- trunk/src/dl-learner/org/dllearner/examples/Heart.java (rev 0)
+++ trunk/src/dl-learner/org/dllearner/examples/Heart.java 2010-08-20 09:00:54 UTC (rev 2264)
@@ -0,0 +1,423 @@
+package org.dllearner.examples;
+
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.util.HashMap;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.Scanner;
+import java.util.Set;
+import java.util.TreeSet;
+
+import org.dllearner.core.owl.Axiom;
+import org.dllearner.core.owl.BooleanDatatypePropertyAssertion;
+import org.dllearner.core.owl.ClassAssertionAxiom;
+import org.dllearner.core.owl.DatatypeProperty;
+import org.dllearner.core.owl.DatatypePropertyAssertion;
+import org.dllearner.core.owl.DoubleDatatypePropertyAssertion;
+import org.dllearner.core.owl.Individual;
+import org.dllearner.core.owl.KB;
+import org.dllearner.core.owl.NamedClass;
+import org.dllearner.core.owl.ObjectProperty;
+import org.dllearner.core.owl.ObjectPropertyAssertion;
+import org.dllearner.core.owl.SubClassAxiom;
+import org.dllearner.parser.KBParser;
+import org.dllearner.parser.ParseException;
+import org.dllearner.reasoning.OWLAPIReasoner;
+import org.dllearner.utilities.Files;
+import org.dllearner.utilities.Helper;
+import org.semanticweb.owlapi.model.IRI;
+
+public class Heart {
+
+ private static IRI ontologyIRI = IRI.create("http://dl-learner.org/heart");
+ private static final String fileName = "test/heart/files/heart.dat";
+ private static HashMap<String, Integer> patients = new HashMap<String, Integer>();
+ private static List<Axiom> axioms = new LinkedList<Axiom>();
+ private static Set<String> thals = new TreeSet<String>();
+
+ public static void main(String agrs[]) throws FileNotFoundException, ParseException {
+ Scanner input = new Scanner(new File(fileName), "UTF-8");
+ File owlFile = new File("test/heart/heart.owl");
+ long startTime, duration;
+ String time;
+ mapThalValues();
+ KB kb = new KB();
+ kb.addKB(generateDomainAndRangeForObjectProperties());
+ NamedClass atomClass = getAtomicConcept("Thals");
+ for (String thal : thals) {
+ NamedClass elClass = getAtomicConcept(thal);
+ SubClassAxiom sc = new SubClassAxiom(elClass, atomClass);
+ kb.addAxiom(sc);
+ }
+
+ System.out.print("Reading in heart files ... ");
+ startTime = System.nanoTime();
+
+ int i = 0;
+ while (input.hasNextLine()) {
+ String nextLine = input.next();
+
+ String age = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(age + ",", "");
+
+ String sex = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(sex + ",", "");
+
+ String chestPain = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(chestPain + ",", "");
+
+ String bloodPressure = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(bloodPressure + ",", "");
+
+ String cholestoral = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(cholestoral + ",", "");
+
+ String bloodSugar = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(bloodSugar + ",", "");
+
+ String electrocardiographicResults = nextLine.substring(0,
+ nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(electrocardiographicResults + ",",
+ "");
+
+ String maximumHeartRate = nextLine.substring(0,
+ nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(maximumHeartRate + ",", "");
+
+ String angina = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(angina + ",", "");
+
+ String oldpeak = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(oldpeak + ",", "");
+
+ String stSegment = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(stSegment + ",", "");
+
+ String majorVessels = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(majorVessels + ",", "");
+
+ String thal = nextLine.substring(0, nextLine.indexOf(","));
+ nextLine = nextLine.replaceFirst(thal + ",", "");
+
+ String heartDisease = nextLine;
+ // System.out.println("age: "+ age + " sex: " + sex + " 1: " +
+ // chestPain + " 2: "+ bloodPressure+" 3: "+cholestoral+" 4: "+
+ // bloodSugar+" 5: "+ electrocardiographicResults+" 6: "+
+ // maximumHeartRate+" 7: "+ angina+" 8: " + oldpeak+ " 9: "+
+ // stSegment+" 10: "+majorVessels+" 11: "+ thal+" 12: "+
+ // heartDisease+ " 13: "+i);
+ List<Axiom> axioms = mapClauses(age, sex, chestPain, bloodPressure,
+ cholestoral, bloodSugar, electrocardiographicResults,
+ maximumHeartRate, angina, oldpeak, stSegment, majorVessels,
+ thal, heartDisease, i);
+ for (Axiom axiom : axioms)
+ kb.addAxiom(axiom);
+
+ i++;
+ }
+ duration = System.nanoTime() - startTime;
+ time = Helper.prettyPrintNanoSeconds(duration, false, false);
+ System.out.println("OK (" + time + ").");
+
+ // writing generated knowledge base
+ System.out.print("Writing OWL file ... ");
+ startTime = System.nanoTime();
+ OWLAPIReasoner.exportKBToOWL(owlFile, kb, ontologyIRI);
+ duration = System.nanoTime() - startTime;
+ time = Helper.prettyPrintNanoSeconds(duration, false, false);
+ System.out.println("OK (" + time + ").");
+
+ // generating second conf file
+ System.out.print("Generating conf file ... ");
+ File confTrainFile = new File("test/heart/train.conf");
+ Files.clearFile(confTrainFile);
+ generateConfFile(confTrainFile);
+ generateExamples(confTrainFile);
+ duration = System.nanoTime() - startTime;
+ time = Helper.prettyPrintNanoSeconds(duration, false, false);
+ System.out.println("OK (" + time + ").");
+ System.out.println("Finished");
+
+ }
+
+ private static List<Axiom> mapClauses(String age, String sex,
+ String chestPain, String bloodPressure, String cholestoral,
+ String bloodSugar, String electrocardiographicResults,
+ String maximumHeartRate, String angina, String oldPeak,
+ String stSegment, String majorVessels, String thal,
+ String heartDisease, int i) {
+
+ ClassAssertionAxiom cmpAxiom = getConceptAssertion("Patient", "Patient"
+ + i);
+ axioms.add(cmpAxiom);
+
+ double ages = Double.parseDouble(age);
+
+ DatatypePropertyAssertion dpa = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasAge", ages);
+ axioms.add(dpa);
+
+ double gender = Double.parseDouble(sex);
+
+ if (gender == 0.0) {
+
+ ClassAssertionAxiom maAxiom = getConceptAssertion("Gender", "male");
+ axioms.add(maAxiom);
+ ObjectPropertyAssertion sa = getRoleAssertion("hasGender",
+ "Patient" + i, "male");
+ axioms.add(sa);
+ } else {
+ ClassAssertionAxiom maAxiom = getConceptAssertion("Gender",
+ "female");
+ axioms.add(maAxiom);
+ ObjectPropertyAssertion sa = getRoleAssertion("hasGender",
+ "Patient" + i, "female");
+ axioms.add(sa);
+ }
+
+ ObjectPropertyAssertion dpb = getRoleAssertion("hasChestPain",
+ "Patient" + i, chestPain);
+ axioms.add(dpb);
+
+ double blood = Double.parseDouble(bloodPressure);
+
+ DatatypePropertyAssertion blo = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasBloodPressure", blood);
+ axioms.add(blo);
+
+ double cholester = Double.parseDouble(cholestoral);
+
+ DatatypePropertyAssertion cho = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasCholestoral", cholester);
+ axioms.add(cho);
+
+ double cholest = Double.parseDouble(cholestoral);
+ if (cholest == 0.0) {
+ BooleanDatatypePropertyAssertion ames = getBooleanDatatypePropertyAssertion(
+ "Patient" + i, "hasBloodSugarOver120mg/dl", false);
+ axioms.add(ames);
+ } else {
+ BooleanDatatypePropertyAssertion ames = getBooleanDatatypePropertyAssertion(
+ "Patient" + i, "hasBloodSugarOver120mg/dl", true);
+ axioms.add(ames);
+ }
+
+ ObjectPropertyAssertion ddb = getRoleAssertion(
+ "hasElectrocardiographicResults", "Patient" + i,
+ electrocardiographicResults);
+ axioms.add(ddb);
+
+ double maxHeart = Double.parseDouble(maximumHeartRate);
+
+ DatatypePropertyAssertion mhr = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasMaximumHeartRate", maxHeart);
+ axioms.add(mhr);
+
+ double ang = Double.parseDouble(angina);
+ if (ang == 0.0) {
+ BooleanDatatypePropertyAssertion ames = getBooleanDatatypePropertyAssertion(
+ "Patient" + i, "hasAngina", false);
+ axioms.add(ames);
+ } else {
+ BooleanDatatypePropertyAssertion ames = getBooleanDatatypePropertyAssertion(
+ "Patient" + i, "hasAngina", true);
+ axioms.add(ames);
+ }
+
+ double oldP = Double.parseDouble(oldPeak);
+
+ DatatypePropertyAssertion op = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasOldPeak", oldP);
+ axioms.add(op);
+
+ double stS = Double.parseDouble(stSegment);
+
+ DatatypePropertyAssertion sts = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasStSegment", stS);
+ axioms.add(sts);
+
+ double majorV = Double.parseDouble(majorVessels);
+
+ DatatypePropertyAssertion mv = getDoubleDatatypePropertyAssertion(
+ "Patient" + i, "hasMajorVessels", majorV);
+ axioms.add(mv);
+ double th = Double.parseDouble(thal);
+ if (th == 3.0) {
+ ObjectPropertyAssertion tha = getRoleAssertion("hasThalValue",
+ "Patient" + i, "normal");
+ axioms.add(tha);
+ ClassAssertionAxiom maAxiom = getConceptAssertion("normal",
+ "normal");
+ axioms.add(maAxiom);
+
+ } else if (th == 6.0) {
+ ObjectPropertyAssertion thb = getRoleAssertion("hasThalValue",
+ "Patient" + i, "fixed-defect");
+ axioms.add(thb);
+ ClassAssertionAxiom maAxiom = getConceptAssertion("fixed-defect",
+ "fixed-defect");
+ axioms.add(maAxiom);
+ } else if (th == 7.0) {
+ ObjectPropertyAssertion thc = getRoleAssertion("hasThalValue",
+ "Patient" + i, "reversable-defect");
+ axioms.add(thc);
+ ClassAssertionAxiom maAxiom = getConceptAssertion(
+ "reversable-defect", "reversable-defect");
+ axioms.add(maAxiom);
+ }
+ patients.put("Patient" + i, new Integer(heartDisease));
+
+ return axioms;
+ }
+
+ private static NamedClass getAtomicConcept(String name) {
+ return new NamedClass(ontologyIRI + "#" + name);
+ }
+
+ private static ClassAssertionAxiom getConceptAssertion(String concept,
+ String i) {
+ Individual ind = getIndividual(i);
+ NamedClass c = getAtomicConcept(concept);
+ return new ClassAssertionAxiom(c, ind);
+ }
+
+ private static Individual getIndividual(String name) {
+ return new Individual(ontologyIRI + "#" + name);
+ }
+
+ private static ObjectPropertyAssertion getRoleAssertion(String role,
+ String i1, String i2) {
+ Individual ind1 = getIndividual(i1);
+ Individual ind2 = getIndividual(i2);
+ ObjectProperty ar = getRole(role);
+ return new ObjectPropertyAssertion(ar, ind1, ind2);
+ }
+
+ private static ObjectProperty getRole(String name) {
+ return new ObjectProperty(ontologyIRI + "#" + name);
+ }
+
+ private static void generateConfFile(File file) {
+ String confHeader = "import(\"heart.owl\");\n\n";
+ confHeader += "reasoner = fastInstanceChecker;\n";
+ confHeader += "algorithm = refexamples;\n";
+ confHeader += "refexamples.noisePercentage = 15;\n";
+ confHeader += "refexamples.startClass = " + getURI2("Patient") + ";\n";
+ confHeader += "refexamples.writeSearchTree = false;\n";
+ confHeader += "refexamples.searchTreeFile = \"log/heart/searchTree.log\";\n";
+ confHeader += "\n";
+ Files.appendFile(file, confHeader);
+ }
+
+ private static void generateExamples(File file) {
+ StringBuffer content = new StringBuffer();
+ Set<String> keys = patients.keySet();
+ for (String key : keys) {
+ Integer subsValue = patients.get(key);
+ if (subsValue == 2) {
+ content.append("+\"" + getIndividual(key) + "\"\n");
+ } else {
+ content.append("-\"" + getIndividual(key) + "\"\n");
+ }
+ }
+ Files.appendFile(file, content.toString());
+ }
+
+ private static String getURI(String name) {
+ return ontologyIRI + "#" + name;
+ }
+
+ // returns URI including quotationsmark (need for KBparser)
+ private static String getURI2(String name) {
+ return "\"" + getURI(name) + "\"";
+ }
+
+ private static DoubleDatatypePropertyAssertion getDoubleDatatypePropertyAssertion(
+ String individual, String datatypeProperty, double value) {
+ Individual ind = getIndividual(individual);
+ DatatypeProperty dp = getDatatypeProperty(datatypeProperty);
+ return new DoubleDatatypePropertyAssertion(dp, ind, value);
+ }
+
+ private static DatatypeProperty getDatatypeProperty(String name) {
+ return new DatatypeProperty(ontologyIRI + "#" + name);
+ }
+
+ private static BooleanDatatypePropertyAssertion getBooleanDatatypePropertyAssertion(
+ String individual, String datatypeProperty, boolean value) {
+ Individual ind = getIndividual(individual);
+ DatatypeProperty dp = getDatatypeProperty(datatypeProperty);
+ return new BooleanDatatypePropertyAssertion(dp, ind, value);
+ }
+
+ private static void mapThalValues() {
+ thals.add("normal");
+ thals.add("fixed-defect");
+ thals.add("reversable-defect");
+ }
+
+ private static KB generateDomainAndRangeForObjectProperties() throws ParseException {
+ String kbString = "OPDOMAIN(" + getURI2("hasThalValue") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "OPRANGE(" + getURI2("hasThalValue") + ") = " + getURI2("Thals")
+ + ".\n";
+
+ kbString += "OPDOMAIN(" + getURI2("hasGender") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "OPRANGE(" + getURI2("hasGender") + ") = " + getURI2("Gender")
+ + ".\n";
+
+ kbString += "OPDOMAIN(" + getURI2("hasChestPain") + ") = " + getURI2("Patient")
+ + ".\n";
+ kbString += "OPRANGE(" + getURI2("hasChestPain") + ") = " + getURI2("Thing")
+ + ".\n";
+
+ kbString += "OPDOMAIN(" + getURI2("hasElectrocardiographicResults") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "OPRANGE(" + getURI2("hasElectrocardiographicResults") + ") = "
+
+ + getURI2("Thing") + ".\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasMajorVessels") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasMajorVessels") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasBloodPressure") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasBloodPressure") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasBloodSugarOver120mg/dl") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasBloodSugarOver120mg/dl") + ") = BOOLEAN.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasAngina") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasAngina") + ") = BOOLEAN.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasAge") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasAge") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasMaximumHeartRate") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasMaximumHeartRate") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasCholestoral") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasCholestoral") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasOldPeak") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasOldPeak") + ") = DOUBLE.\n";
+
+ kbString += "DPDOMAIN(" + getURI2("hasStSegment") + ") = "
+ + getURI2("Patient") + ".\n";
+ kbString += "DPRANGE(" + getURI2("hasStSegment") + ") = DOUBLE.\n";
+
+ KB kb2 = KBParser.parseKBFile(kbString);
+ return kb2;
+
+ }
+
+}
Added: trunk/test/heart/files/heart.dat
===================================================================
--- trunk/test/heart/files/heart.dat (rev 0)
+++ trunk/test/heart/files/heart.dat 2010-08-20 09:00:54 UTC (rev 2264)
@@ -0,0 +1,270 @@
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+59.0,1.0,4.0,110.0,239.0,0.0,2.0,142.0,1.0,1.2,2.0,1.0,7.0,2
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+59.0,1.0,4.0,135.0,234.0,0.0,0.0,161.0,0.0,0.5,2.0,0.0,7.0,1
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\ No newline at end of file
Added: trunk/test/heart/heart.owl
===================================================================
--- trunk/test/heart/heart.owl (rev 0)
+++ trunk/test/heart/heart.owl 2010-08-20 09:00:54 UTC (rev 2264)
@@ -0,0 +1,5968 @@
+<?xml version="1.0"?>
+<rdf:RDF xmlns="http://dl-learner.org/heart#"
+ xml:base="http://dl-learner.org/heart"
+ xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#"
+ xmlns:heart="http://dl-learner.org/heart#"
+ xmlns:owl="http://www.w3.org/2002/07/owl#"
+ xmlns:xsd="http://www.w3.org/2001/XMLSchema#"
+ xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+ xmlns:hasBloodSugarOver120mg="http://dl-learner.org/heart#hasBloodSugarOver120mg/">
+ <owl:Ontology rdf:about="http://dl-learner.org/heart"/>
+
+
+
+ <!--
+ ///////////////////////////////////////////////////////////////////////////////////////
+ //
+ // Object Properties
+ //
+ ///////////////////////////////////////////////////////////////////////////////////////
+ -->
+
+
+
+
+ <!-- http://dl-learner.org/heart#hasChestPain -->
+
+ <owl:ObjectProperty rdf:about="http://dl-learner.org/heart#hasChestPain">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://dl-learner.org/heart#Thing"/>
+ </owl:ObjectProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasElectrocardiographicResults -->
+
+ <owl:ObjectProperty rdf:about="http://dl-learner.org/heart#hasElectrocardiographicResults">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://dl-learner.org/heart#Thing"/>
+ </owl:ObjectProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasGender -->
+
+ <owl:ObjectProperty rdf:about="http://dl-learner.org/heart#hasGender">
+ <rdfs:range rdf:resource="http://dl-learner.org/heart#Gender"/>
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ </owl:ObjectProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasThalValue -->
+
+ <owl:ObjectProperty rdf:about="http://dl-learner.org/heart#hasThalValue">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://dl-learner.org/heart#Thals"/>
+ </owl:ObjectProperty>
+
+
+
+ <!--
+ ///////////////////////////////////////////////////////////////////////////////////////
+ //
+ // Data properties
+ //
+ ///////////////////////////////////////////////////////////////////////////////////////
+ -->
+
+
+
+
+ <!-- http://dl-learner.org/heart#hasAge -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasAge">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasAngina -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasAngina">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasBloodPressure -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasBloodPressure">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasBloodSugarOver120mg/dl -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasBloodSugarOver120mg/dl">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#boolean"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasCholestoral -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasCholestoral">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasMajorVessels -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasMajorVessels">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasMaximumHeartRate -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasMaximumHeartRate">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasOldPeak -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasOldPeak">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!-- http://dl-learner.org/heart#hasStSegment -->
+
+ <owl:DatatypeProperty rdf:about="http://dl-learner.org/heart#hasStSegment">
+ <rdfs:domain rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/>
+ </owl:DatatypeProperty>
+
+
+
+ <!--
+ ///////////////////////////////////////////////////////////////////////////////////////
+ //
+ // Classes
+ //
+ ///////////////////////////////////////////////////////////////////////////////////////
+ -->
+
+
+
+
+ <!-- http://dl-learner.org/heart#Gender -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#Gender"/>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#Patient"/>
+
+
+
+ <!-- http://dl-learner.org/heart#Thals -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#Thals"/>
+
+
+
+ <!-- http://dl-learner.org/heart#Thing -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#Thing"/>
+
+
+
+ <!-- http://dl-learner.org/heart#fixed-defect -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#fixed-defect">
+ <rdfs:subClassOf rdf:resource="http://dl-learner.org/heart#Thals"/>
+ </owl:Class>
+
+
+
+ <!-- http://dl-learner.org/heart#normal -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#normal">
+ <rdfs:subClassOf rdf:resource="http://dl-learner.org/heart#Thals"/>
+ </owl:Class>
+
+
+
+ <!-- http://dl-learner.org/heart#reversable-defect -->
+
+ <owl:Class rdf:about="http://dl-learner.org/heart#reversable-defect">
+ <rdfs:subClassOf rdf:resource="http://dl-learner.org/heart#Thals"/>
+ </owl:Class>
+
+
+
+ <!--
+ ///////////////////////////////////////////////////////////////////////////////////////
+ //
+ // Individuals
+ //
+ ///////////////////////////////////////////////////////////////////////////////////////
+ -->
+
+
+
+
+ <!-- http://dl-learner.org/heart#0.0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#0.0"/>
+
+
+
+ <!-- http://dl-learner.org/heart#1.0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#1.0"/>
+
+
+
+ <!-- http://dl-learner.org/heart#2.0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#2.0"/>
+
+
+
+ <!-- http://dl-learner.org/heart#3.0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#3.0"/>
+
+
+
+ <!-- http://dl-learner.org/heart#4.0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#4.0"/>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient0 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient0">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">109.0</hasMaximumHeartRate>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">130.0</hasBloodPressure>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.4</hasOldPeak>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">3.0</hasMajorVessels>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">322.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">70.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient1 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient1">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.6</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">115.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">160.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">564.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">67.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#3.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#male"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient10 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient10">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.5</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">135.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">161.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">234.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient100 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient100">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.6</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">108.0</hasBloodPressure>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">141.0</hasCholestoral>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">175.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">44.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#3.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#male"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient101 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient101">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">120.0</hasBloodPressure>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">237.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">67.0</hasAge>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">71.0</hasMaximumHeartRate>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient102 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient102">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasOldPeak>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasStSegment>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">130.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">163.0</hasMaximumHeartRate>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">269.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">49.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#male"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient103 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient103">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasOldPeak>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">124.0</hasMaximumHeartRate>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">165.0</hasBloodPressure>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">289.0</hasCholestoral>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">3.0</hasMajorVessels>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">57.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient104 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient104">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.4</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">130.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">147.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">254.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">63.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient105 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient105">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.5</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">124.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">166.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">274.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">48.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient106 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient106">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.2</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">100.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">143.0</hasMaximumHeartRate>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">222.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">51.0</hasAge>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasAngina>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#3.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient107 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient107">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">150.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">157.0</hasMaximumHeartRate>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasMajorVessels>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.6</hasOldPeak>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">258.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">60.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#male"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient108 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient108">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasOldPeak>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasMajorVessels>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">1.0</hasStSegment>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">140.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">162.0</hasMaximumHeartRate>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">177.0</hasCholestoral>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasAngina>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#4.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#female"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#reversable-defect"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient109 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient109">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasMajorVessels>
+ <hasOldPeak rdf:datatype="http://www.w3.org/2001/XMLSchema#double">0.0</hasOldPeak>
+ <hasBloodPressure rdf:datatype="http://www.w3.org/2001/XMLSchema#double">112.0</hasBloodPressure>
+ <hasMaximumHeartRate rdf:datatype="http://www.w3.org/2001/XMLSchema#double">138.0</hasMaximumHeartRate>
+ <hasCholestoral rdf:datatype="http://www.w3.org/2001/XMLSchema#double">160.0</hasCholestoral>
+ <hasStSegment rdf:datatype="http://www.w3.org/2001/XMLSchema#double">2.0</hasStSegment>
+ <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">45.0</hasAge>
+ <hasAngina rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">false</hasAngina>
+ <hasBloodSugarOver120mg:dl rdf:datatype="http://www.w3.org/2001/XMLSchema#boolean">true</hasBloodSugarOver120mg:dl>
+ <hasElectrocardiographicResults rdf:resource="http://dl-learner.org/heart#0.0"/>
+ <hasChestPain rdf:resource="http://dl-learner.org/heart#2.0"/>
+ <hasGender rdf:resource="http://dl-learner.org/heart#male"/>
+ <hasThalValue rdf:resource="http://dl-learner.org/heart#normal"/>
+ </owl:NamedIndividual>
+
+
+
+ <!-- http://dl-learner.org/heart#Patient11 -->
+
+ <owl:NamedIndividual rdf:about="http://dl-learner.org/heart#Patient11">
+ <rdf:type rdf:resource="http://dl-learner.org/heart#Patient"/>
+ <hasMajorVessels rdf:datatype="http://...
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