From: <lor...@us...> - 2014-05-12 09:54:01
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Revision: 4268 http://sourceforge.net/p/dl-learner/code/4268 Author: lorenz_b Date: 2014-05-12 09:53:57 +0000 (Mon, 12 May 2014) Log Message: ----------- Added QTL example. Added Paths: ----------- trunk/test/qtl/mammographic/ trunk/test/qtl/mammographic/files/ trunk/test/qtl/mammographic/files/mammographic_masses.data trunk/test/qtl/mammographic/mammographic.owl trunk/test/qtl/mammographic/train.conf Added: trunk/test/qtl/mammographic/files/mammographic_masses.data =================================================================== --- trunk/test/qtl/mammographic/files/mammographic_masses.data (rev 0) +++ trunk/test/qtl/mammographic/files/mammographic_masses.data 2014-05-12 09:53:57 UTC (rev 4268) @@ -0,0 +1,961 @@ +5,67,3,5,3,1 +4,43,1,1,0,1 +5,58,4,5,3,1 +4,28,1,1,3,0 +5,74,1,5,0,1 +4,65,1,0,3,0 +4,70,0,0,3,0 +5,42,1,0,3,0 +5,57,1,5,3,1 +5,60,0,5,1,1 +5,76,1,4,3,1 +3,42,2,1,3,1 +4,64,1,0,3,0 +4,36,3,1,2,0 +4,60,2,1,2,0 +4,54,1,1,3,0 +3,52,3,4,3,0 +4,59,2,1,3,1 +4,54,1,1,3,1 +4,40,1,0,0,0 +0,66,0,0,1,1 +5,56,4,3,1,1 +4,43,1,0,0,0 +5,42,4,4,3,1 +4,59,2,4,3,1 +5,75,4,5,3,1 +2,66,1,1,0,0 +5,63,3,0,3,0 +5,45,4,5,3,1 +5,55,4,4,3,0 +4,46,1,5,2,0 +5,54,4,4,3,1 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+4,52,4,4,3,1 +4,47,2,1,3,0 +4,56,4,5,3,1 +4,64,4,5,3,0 +5,66,4,5,3,1 +4,62,3,3,3,0 \ No newline at end of file Added: trunk/test/qtl/mammographic/mammographic.owl =================================================================== --- trunk/test/qtl/mammographic/mammographic.owl (rev 0) +++ trunk/test/qtl/mammographic/mammographic.owl 2014-05-12 09:53:57 UTC (rev 4268) @@ -0,0 +1,12873 @@ +<?xml version="1.0"?> +<rdf:RDF xmlns="http://dl-learner.org/mammographic#" + xml:base="http://dl-learner.org/mammographic" + xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" + 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:mammographic="http://dl-learner.org/mammographic#"> + <owl:Ontology rdf:about="http://dl-learner.org/mammographic"/> + + + + <!-- + /////////////////////////////////////////////////////////////////////////////////////// + // + // Object Properties + // + /////////////////////////////////////////////////////////////////////////////////////// + --> + + + + + <!-- http://dl-learner.org/mammographic#hasDensity --> + + <owl:ObjectProperty rdf:about="http://dl-learner.org/mammographic#hasDensity"> + <rdfs:range rdf:resource="http://dl-learner.org/mammographic#Density"/> + <rdfs:domain rdf:resource="http://dl-learner.org/mammographic#Patient"/> + </owl:ObjectProperty> + + + + <!-- http://dl-learner.org/mammographic#hasMargin --> + + <owl:ObjectProperty rdf:about="http://dl-learner.org/mammographic#hasMargin"> + <rdfs:range rdf:resource="http://dl-learner.org/mammographic#Margin"/> + <rdfs:domain rdf:resource="http://dl-learner.org/mammographic#Patient"/> + </owl:ObjectProperty> + + + + <!-- http://dl-learner.org/mammographic#hasShape --> + + <owl:ObjectProperty rdf:about="http://dl-learner.org/mammographic#hasShape"> + <rdfs:domain rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <rdfs:range rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:ObjectProperty> + + + + <!-- + /////////////////////////////////////////////////////////////////////////////////////// + // + // Data properties + // + /////////////////////////////////////////////////////////////////////////////////////// + --> + + + + + <!-- http://dl-learner.org/mammographic#hasAge --> + + <owl:DatatypeProperty rdf:about="http://dl-learner.org/mammographic#hasAge"> + <rdfs:domain rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/> + </owl:DatatypeProperty> + + + + <!-- http://dl-learner.org/mammographic#hasBiRads --> + + <owl:DatatypeProperty rdf:about="http://dl-learner.org/mammographic#hasBiRads"> + <rdfs:domain rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <rdfs:range rdf:resource="http://www.w3.org/2001/XMLSchema#double"/> + </owl:DatatypeProperty> + + + + <!-- + /////////////////////////////////////////////////////////////////////////////////////// + // + // Classes + // + /////////////////////////////////////////////////////////////////////////////////////// + --> + + + + + <!-- http://dl-learner.org/mammographic#Density --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#Density"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Measure"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#Margin --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#Margin"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Measure"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#Measure --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#Measure"/> + + + + <!-- http://dl-learner.org/mammographic#Patient --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#Patient"/> + + + + <!-- http://dl-learner.org/mammographic#Shape --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#Shape"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Measure"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#circumscribed --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#circumscribed"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#fat-containing --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#fat-containing"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Density"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#high --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#high"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Density"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#ill-defined --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#ill-defined"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#irregular --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#irregular"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#iso --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#iso"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Density"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#lobular --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#lobular"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#low --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#low"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Density"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#microlobulated --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#microlobulated"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#obscured --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#obscured"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#oval --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#oval"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#round --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#round"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#spiculated --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#spiculated"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + </owl:Class> + + + + <!-- http://dl-learner.org/mammographic#unknown --> + + <owl:Class rdf:about="http://dl-learner.org/mammographic#unknown"> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Density"/> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Margin"/> + <rdfs:subClassOf rdf:resource="http://dl-learner.org/mammographic#Shape"/> + </owl:Class> + + + + <!-- + /////////////////////////////////////////////////////////////////////////////////////// + // + // Individuals + // + /////////////////////////////////////////////////////////////////////////////////////// + --> + + + + + <!-- http://dl-learner.org/mammographic#Patient0 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient0"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">67.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#lobular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient1 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient1"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">43.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient10 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient10"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">76.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient100 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient100"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient101 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient101"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">65.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient102 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient102"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">58.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient103 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient103"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">29.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient104 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient104"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">58.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient105 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient105"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">54.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient106 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient106"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">44.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient107 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient107"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">3.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">34.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient108 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient108"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">57.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient109 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient109"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">33.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient11 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient11"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">3.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">42.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient110 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient110"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">45.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient111 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient111"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">71.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient112 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient112"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient113 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient113"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">56.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient114 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient114"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">40.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#lobular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient115 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient115"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">56.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient116 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient116"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">45.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient117 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient117"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">57.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient118 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient118"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">55.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#lobular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient119 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient119"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">84.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient12 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient12"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">64.0</hasAge> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient120 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient120"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">51.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient121 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient121"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">43.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient122 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient122"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">24.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient123 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient123"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">66.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient124 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient124"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">33.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient125 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient125"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#obscured"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient126 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient126"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">76.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#obscured"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient127 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient127"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">40.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient128 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient128"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">52.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#unknown"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient129 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient129"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">40.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient13 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient13"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">36.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#lobular"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient130 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient130"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">67.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient131 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient131"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">75.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#obscured"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient132 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient132"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">86.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient133 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient133"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">60.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient134 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient134"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">66.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient135 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient135"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">46.0</hasAge> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient136 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient136"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">59.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient137 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient137"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">65.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient138 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient138"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">53.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient139 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient139"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">67.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#lobular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient14 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient14"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">60.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient140 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient140"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">80.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient141 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient141"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">55.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient142 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient142"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">48.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient143 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient143"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">47.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#iso"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#round"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient144 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient144"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">50.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#circumscribed"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#oval"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient145 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient145"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">62.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#spiculated"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient146 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient146"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">5.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">63.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient147 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient147"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">63.0</hasAge> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#unknown"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient148 --> + + <owl:NamedIndividual rdf:about="http://dl-learner.org/mammographic#Patient148"> + <rdf:type rdf:resource="http://dl-learner.org/mammographic#Patient"/> + <hasBiRads rdf:datatype="http://www.w3.org/2001/XMLSchema#double">4.0</hasBiRads> + <hasAge rdf:datatype="http://www.w3.org/2001/XMLSchema#double">71.0</hasAge> + <hasMargin rdf:resource="http://dl-learner.org/mammographic#ill-defined"/> + <hasShape rdf:resource="http://dl-learner.org/mammographic#irregular"/> + <hasDensity rdf:resource="http://dl-learner.org/mammographic#low"/> + </owl:NamedIndividual> + + + + <!-- http://dl-learner.org/mammographic#Patient149 --> + + <owl:NamedIndividual rdf:about="http://dl-learne... 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