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@prefix : <http://example.org#> .
@prefix mls: <http://www.w3.org/ns/mls#> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix xml: <http://www.w3.org/XML/1998/namespace> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix terms: <http://purl.org/dc/terms/> .
@prefix protege: <http://protege.stanford.edu/plugins/owl/protege#> .
@base <http://example.org/MLSchemaExample1> .
<http://example.org/MLSchemaExample1> rdf:type owl:Ontology ;
owl:versionIRI <http://example.org/MLSchemaExample1/1.0.0> ;
owl:imports <http://www.w3.org/2016/03/mls#> .
#################################################################
#
# Individuals
#
#################################################################
### http://example.org/MLSchemaExample1#Weka
:Weka rdf:type owl:NamedIndividual ,
mls:Software ;
mls:hasPart :wekaLogistic .
### http://example.org/MLSchemaExample1#credit-a
:credit-a rdf:type owl:NamedIndividual ,
mls:Dataset ;
mls:hasQuality :defaultAccuracy ,
:numberOfFeatures ,
:numberOfInstances .
### http://example.org/MLSchemaExample1#defaultAccuracy
:defaultAccuracy rdf:type owl:NamedIndividual ,
mls:DatasetCharacteristic ;
mls:hasValue "0.56"^^xsd:float .
### http://example.org/MLSchemaExample1#evaluationSpecification1
:evaluationSpecification1 rdf:type owl:NamedIndividual ,
mls:EvaluationSpecification ;
mls:hasPart :predictiveAccuracy ;
mls:defines :task29 ;
mls:hasPart :tenFoldCrossValidation .
### http://example.org/MLSchemaExample1#logisticRegression
:logisticRegression rdf:type owl:NamedIndividual ,
mls:Algorithm .
### http://example.org/MLSchemaExample1#modelEvaluation100241
:modelEvaluation100241 rdf:type owl:NamedIndividual ,
mls:ModelEvaluation ;
mls:hasValue 0.8478 ;
mls:specifiedBy :predictiveAccuracy .
### http://example.org/MLSchemaExample1#numberOfFeatures
:numberOfFeatures rdf:type owl:NamedIndividual ,
mls:DatasetCharacteristic ;
mls:hasValue "16"^^xsd:long .
### http://example.org/MLSchemaExample1#numberOfInstances
:numberOfInstances rdf:type owl:NamedIndividual ,
mls:DatasetCharacteristic ;
mls:hasValue "690"^^xsd:long .
### http://example.org/MLSchemaExample1#predictiveAccuracy
:predictiveAccuracy rdf:type owl:NamedIndividual ,
mls:EvaluationMeasure .
### http://example.org/MLSchemaExample1#run100241
:run100241 rdf:type owl:NamedIndividual ,
mls:Run ;
mls:hasInput :credit-a ;
mls:realizes :logisticRegression ;
mls:hasOutput :modelEvaluation100241 ;
mls:achieves :task29 ;
mls:executes :wekaLogistic ;
mls:hasInput :wekaLogisticMSetting29 ;
mls:hasOutput :wekaLogisticModel100241 ;
mls:hasInput :wekaLogisticRSetting29 .
### http://example.org/MLSchemaExample1#task29
:task29 rdf:type owl:NamedIndividual ,
mls:Task ;
mls:definedOn :credit-a ,
:evaluationSpecification1 .
### http://example.org/MLSchemaExample1#tenFoldCrossValidation
:tenFoldCrossValidation rdf:type owl:NamedIndividual ,
mls:EvaluationProcedure .
### http://example.org/MLSchemaExample1#wekaLogistic
:wekaLogistic rdf:type owl:NamedIndividual ,
mls:Implementation ;
mls:implements :logisticRegression ;
mls:hasHyperParameter :wekaLogisticC ,
:wekaLogisticDoNotCheckCapabilities ,
:wekaLogisticM ,
:wekaLogisticOutputDebugInfo ,
:wekaLogisticR .
### http://example.org/MLSchemaExample1#wekaLogisticC
:wekaLogisticC rdf:type owl:NamedIndividual ,
mls:HyperParameter .
### http://example.org/MLSchemaExample1#wekaLogisticDoNotCheckCapabilities
:wekaLogisticDoNotCheckCapabilities rdf:type owl:NamedIndividual ,
mls:HyperParameter .
### http://example.org/MLSchemaExample1#wekaLogisticM
:wekaLogisticM rdf:type owl:NamedIndividual ,
mls:HyperParameter .
### http://example.org/MLSchemaExample1#wekaLogisticMSetting29
:wekaLogisticMSetting29 rdf:type owl:NamedIndividual ,
mls:HyperParameterSetting ;
mls:hasValue -1 ;
mls:specifiedBy :wekaLogisticM .
### http://example.org/MLSchemaExample1#wekaLogisticModel100241
:wekaLogisticModel100241 rdf:type owl:NamedIndividual ,
mls:Model .
### http://example.org/MLSchemaExample1#wekaLogisticOutputDebugInfo
:wekaLogisticOutputDebugInfo rdf:type owl:NamedIndividual ,
mls:HyperParameter .
### http://example.org/MLSchemaExample1#wekaLogisticR
:wekaLogisticR rdf:type owl:NamedIndividual ,
mls:HyperParameter .
### http://example.org/MLSchemaExample1#wekaLogisticRSetting29
:wekaLogisticRSetting29 rdf:type owl:NamedIndividual ,
mls:HyperParameterSetting ;
mls:hasValue "1.0E-8"^^xsd:float ;
mls:specifiedBy :wekaLogisticR .
### Generated by the OWL API (version 3.5.1) http://owlapi.sourceforge.net