@prefix : <http://mex.aksw.org/mex-perf#> .
@prefix dc: <http://purl.org/dc/elements/1.1/> .
@prefix dct: <http://purl.org/dc/terms/> .
@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 dcat: <http://www.w3.org/ns/dcat#> .
@prefix doap: <http://usefulinc.com/ns/doap#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix prov: <http://www.w3.org/ns/prov-o#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix mex-algo: <http://mex.aksw.org/mex-algo#> .
@prefix mex-core: <http://mex.aksw.org/mex-core#> .
@prefix mex-perf: <http://mex.aksw.org/mex-perf#> .
@base <http://mex.aksw.org/mex-perf> .

<http://mex.aksw.org/mex-perf> rdf:type owl:Ontology ;
                               rdfs:label "The MEX Vocabulary (mex-perf)"@en ,
                                          "Vocabulario MEX (mex-perf)"@pt ;
                               dct:created "2014-02-02"^^xsd:date ;
                               dct:modified "2016-05-01"^^xsd:date ;
                               dct:creator <http://aksw.org/DiegoEsteves.html> ;
                               rdf:about "http://mex.aksw.org/mex-doc-perf#" ;
                               owl:versionInfo "1.0.2" ;
                               dc:publisher "AKSW Research Group - Leipzig University"@en ;
                               dct:title "MEX Performance (mex-perf) is an ontology with the goal of describing performance values for machine learning problems (MEX Platform)"@en ;
                               rdfs:comment "MEX is an RDF vocabulary designed to facilitate interoperability between published machine learning experiments results on the Web. The mex-perf layer is the 3rd level of the MEX for representing the machine learning algorithm's performances."@en ;
                               dc:publisher "AKSW Grupo de Pesquisa - Universidade de Leipzig"@pt ;
                               rdfs:comment "MEX e um vocabulario modelado para facilitar a interoperabilidade entre resultados de experimentos de aprendizado de maquinas publicados na Web. A camada mex-perf e o 3o. nivel na abordagem MEX para representar performances de algoritmos de aprendizado de maquinas"@pt ;
                               dct:contributor <http://aksw.org/DiegoMoussallem.html> ,
                                               <http://aksw.org/JensLehmann.html> ;
                               owl:imports doap: ,
                                           rdfs: ,
                                           prov: .

#################################################################
#
#    Data properties
#
#################################################################


###  http://mex.aksw.org/mex-perf#L1norm

:L1norm rdf:type owl:DatatypeProperty ;
        
        rdfs:domain :StatisticalMeasure ;
        
        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#L2norm

:L2norm rdf:type owl:DatatypeProperty ;
        
        rdfs:domain :StatisticalMeasure ;
        
        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#Linfnorm

:Linfnorm rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :StatisticalMeasure ;
          
          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#accuracy

:accuracy rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :ClassificationMeasure ;
          
          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#bonferroniDunn

:bonferroniDunn rdf:type owl:DatatypeProperty ;
                
                rdfs:domain :StatisticalMeasure ;
                
                rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#chebyschevDistance

:chebyschevDistance rdf:type owl:DatatypeProperty ;
                    
                    rdfs:domain :ClusteringMeasure ;
                    
                    rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#chiSquare

:chiSquare rdf:type owl:DatatypeProperty ;
           
           rdfs:domain :StatisticalMeasure ;
           
           rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#correlationCoefficient

:correlationCoefficient rdf:type owl:DatatypeProperty ;
                        
                        rdfs:domain :RegressionMeasure ;
                        
                        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#cosine

:cosine rdf:type owl:DatatypeProperty ;
        
        rdfs:domain :ClusteringMeasure ;
        
        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#costParameter

:costParameter rdf:type owl:DatatypeProperty .



###  http://mex.aksw.org/mex-perf#error

:error rdf:type owl:DatatypeProperty ;
       
       rdfs:domain :ClassificationMeasure ,
                   :ClusteringMeasure ,
                   :RegressionMeasure ,
                   :StatisticalMeasure ;
       
       rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#euclideanDistance

:euclideanDistance rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :ClusteringMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#f1Measure

:f1Measure rdf:type owl:DatatypeProperty ;
           
           dc:description "F-measure or F-score or F1 score" ;
           
           rdfs:domain :ClassificationMeasure ;
           
           rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#falseNegative

:falseNegative rdf:type owl:DatatypeProperty ;
               
               rdfs:domain :ClassificationMeasure ;
               
               rdfs:range xsd:integer .



###  http://mex.aksw.org/mex-perf#falseNegativeRate

:falseNegativeRate rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :ClassificationMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#falsePositive

:falsePositive rdf:type owl:DatatypeProperty ;
               
               rdfs:domain :ClassificationMeasure ;
               
               rdfs:range xsd:integer .



###  http://mex.aksw.org/mex-perf#falsePositiveRate

:falsePositiveRate rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :ClassificationMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#folds

:folds rdf:type owl:DatatypeProperty ;
       
       rdfs:range xsd:int .



###  http://mex.aksw.org/mex-perf#formula

:formula rdf:type owl:DatatypeProperty ;
         
         rdfs:domain :UserDefinedMeasure ;
         
         rdfs:range xsd:string .



###  http://mex.aksw.org/mex-perf#friedman

:friedman rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :StatisticalMeasure ;
          
          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#genSimilarityCoefficient

:genSimilarityCoefficient rdf:type owl:DatatypeProperty ;
                          
                          rdfs:domain :ClusteringMeasure ;
                          
                          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#hammingDistance

:hammingDistance rdf:type owl:DatatypeProperty ;
                 
                 rdfs:domain :ClusteringMeasure ;
                 
                 rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#kappaStatistics

:kappaStatistics rdf:type owl:DatatypeProperty ;
                 
                 rdfs:domain :StatisticalMeasure ;
                 
                 rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#kernel

:kernel rdf:type owl:DatatypeProperty ;
        
        rdfs:range xsd:string .



###  http://mex.aksw.org/mex-perf#kolmogorovSmirnov

:kolmogorovSmirnov rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :StatisticalMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#manhattanDistance

:manhattanDistance rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :ClusteringMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#mean

:mean rdf:type owl:DatatypeProperty ;
      
      rdfs:domain :StatisticalMeasure ;
      
      rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#meanAbsoluteDeviation

:meanAbsoluteDeviation rdf:type owl:DatatypeProperty ;
                       
                       rdfs:domain :RegressionMeasure ;
                       
                       rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#meanSquaredError

:meanSquaredError rdf:type owl:DatatypeProperty ;
                  
                  rdfs:domain :RegressionMeasure ;
                  
                  rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#median

:median rdf:type owl:DatatypeProperty ;
        
        rdfs:domain :StatisticalMeasure ;
        
        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#medianAbsoluteDeviation

:medianAbsoluteDeviation rdf:type owl:DatatypeProperty ;
                         
                         rdfs:domain :RegressionMeasure ;
                         
                         rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#mode

:mode rdf:type owl:DatatypeProperty ;
      
      rdfs:domain :StatisticalMeasure ;
      
      rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#nemenyi

:nemenyi rdf:type owl:DatatypeProperty ;
         
         rdfs:domain :StatisticalMeasure ;
         
         rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#pearsonCorrelation

:pearsonCorrelation rdf:type owl:DatatypeProperty ;
                    
                    rdfs:domain :StatisticalMeasure ;
                    
                    rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#pmi

:pmi rdf:type owl:DatatypeProperty ;
     
     rdfs:label "Pointwise mutual information"@en ;
     
     rdfs:domain :StatisticalMeasure ;
     
     rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#precision

:precision rdf:type owl:DatatypeProperty ;
           
           rdfs:domain :ClassificationMeasure ;
           
           rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#predictedValue

:predictedValue rdf:type owl:DatatypeProperty ;
                
                rdfs:domain :ExamplePerformanceMeasure ;
                
                rdfs:range xsd:string .



###  http://mex.aksw.org/mex-perf#realValue

:realValue rdf:type owl:DatatypeProperty ;
           
           rdfs:domain :ExamplePerformanceMeasure ;
           
           rdfs:range xsd:string .



###  http://mex.aksw.org/mex-perf#recall

:recall rdf:type owl:DatatypeProperty ;
        
        rdfs:domain :ClassificationMeasure ;
        
        rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#relativeAbsoluteError

:relativeAbsoluteError rdf:type owl:DatatypeProperty ;
                       
                       rdfs:domain :RegressionMeasure ;
                       
                       rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#residual

:residual rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :RegressionMeasure ;
          
          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#roc

:roc rdf:type owl:DatatypeProperty ;
     
     rdfs:domain :ClassificationMeasure ;
     
     rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#rootMeanSquaredError

:rootMeanSquaredError rdf:type owl:DatatypeProperty ;
                      
                      rdfs:domain :RegressionMeasure ;
                      
                      rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#rootRelativeSquaredError

:rootRelativeSquaredError rdf:type owl:DatatypeProperty ;
                          
                          rdfs:domain :RegressionMeasure ;
                          
                          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#sensitivity

:sensitivity rdf:type owl:DatatypeProperty ;
             
             rdfs:domain :ClassificationMeasure ;
             
             rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#specificity

:specificity rdf:type owl:DatatypeProperty ;
             
             rdfs:domain :ClassificationMeasure ;
             
             rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#spmi

:spmi rdf:type owl:DatatypeProperty ;
      
      rdfs:domain :StatisticalMeasure .



###  http://mex.aksw.org/mex-perf#standardDeviation

:standardDeviation rdf:type owl:DatatypeProperty ;
                   
                   rdfs:domain :StatisticalMeasure ;
                   
                   rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#totalError

:totalError rdf:type owl:DatatypeProperty ;
            
            rdfs:domain :RegressionMeasure ;
            
            rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#trueNegative

:trueNegative rdf:type owl:DatatypeProperty ;
              
              rdfs:domain :ClassificationMeasure ;
              
              rdfs:range xsd:integer .



###  http://mex.aksw.org/mex-perf#trueNegativeRate

:trueNegativeRate rdf:type owl:DatatypeProperty ;
                  
                  rdfs:domain :ClassificationMeasure ;
                  
                  rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#truePositive

:truePositive rdf:type owl:DatatypeProperty ;
              
              rdfs:domain :ClassificationMeasure ;
              
              rdfs:range xsd:integer .



###  http://mex.aksw.org/mex-perf#truePositiveRate

:truePositiveRate rdf:type owl:DatatypeProperty ;
                  
                  rdfs:domain :ClassificationMeasure ;
                  
                  rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#variance

:variance rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :StatisticalMeasure ;
          
          rdfs:range xsd:double .



###  http://mex.aksw.org/mex-perf#wilcoxon

:wilcoxon rdf:type owl:DatatypeProperty ;
          
          rdfs:domain :StatisticalMeasure ;
          
          rdfs:range xsd:double .





#################################################################
#
#    Classes
#
#################################################################


###  http://mex.aksw.org/mex-perf#ClassificationMeasure

:ClassificationMeasure rdf:type owl:Class ;
                       
                       rdfs:subClassOf :PerformanceMeasure .



###  http://mex.aksw.org/mex-perf#ClusteringMeasure

:ClusteringMeasure rdf:type owl:Class ;
                   
                   rdfs:subClassOf :PerformanceMeasure .



###  http://mex.aksw.org/mex-perf#ExamplePerformanceMeasure

:ExamplePerformanceMeasure rdf:type owl:Class ;
                           
                           rdfs:subClassOf prov:Entity .



###  http://mex.aksw.org/mex-perf#ExamplePerformanceMeasureCollection

:ExamplePerformanceMeasureCollection rdf:type owl:Class ;
                                     
                                     rdfs:subClassOf prov:Collection .



###  http://mex.aksw.org/mex-perf#ExecutionPerformance

:ExecutionPerformance rdf:type owl:Class ;
                      
                      rdfs:subClassOf prov:Activity .



###  http://mex.aksw.org/mex-perf#PerformanceMeasure

:PerformanceMeasure rdf:type owl:Class ;
                    
                    rdfs:subClassOf prov:Entity .



###  http://mex.aksw.org/mex-perf#RegressionMeasure

:RegressionMeasure rdf:type owl:Class ;
                   
                   rdfs:subClassOf :PerformanceMeasure .



###  http://mex.aksw.org/mex-perf#StatisticalMeasure

:StatisticalMeasure rdf:type owl:Class ;
                    
                    rdfs:subClassOf :PerformanceMeasure .



###  http://mex.aksw.org/mex-perf#UserDefinedMeasure

:UserDefinedMeasure rdf:type owl:Class ;
                    
                    rdfs:subClassOf :PerformanceMeasure .



###  http://mex.aksw.org/mex-perf#UserDefinedMeasureCollection

:UserDefinedMeasureCollection rdf:type owl:Class ;
                              
                              rdfs:subClassOf prov:Collection .



###  http://www.w3.org/ns/prov-o#Activity

prov:Activity rdf:type owl:Class .



###  http://www.w3.org/ns/prov-o#Collection

prov:Collection rdf:type owl:Class .



###  http://www.w3.org/ns/prov-o#Entity

prov:Entity rdf:type owl:Class .




###  Generated by the OWL API (version 3.5.1) http://owlapi.sourceforge.net