@prefix dc: .
@prefix : .
@prefix rdfs: .
@prefix prov: .
@prefix dcat: .
@prefix foaf: .
@prefix dct: .
@prefix mex-core: .
@prefix mex-algo: .
@prefix xsd: .
@prefix owl: .
@prefix rdf: .
@prefix xml: .
@prefix mex-perf: .
@prefix doap: .
@prefix skos: .
mex-perf:falsePositiveRate
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:UserDefinedMeasure
a owl:Class ;
rdfs:subClassOf mex-perf:PerformanceMeasure .
mex-perf:variance a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:manhattanDistance
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .
mex-perf:sensitivity a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:truePositiveRate
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:meanSquaredError
a owl:DatatypeProperty ;
rdfs:domain mex-perf:RegressionMeasure ;
rdfs:range xsd:double .
mex-perf:ItemPerformance
a owl:Class ;
rdfs:subClassOf prov:Entity .
mex-perf:mean a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:euclideanDistance
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .
mex-perf:ClassificationMeasure
a owl:Class ;
rdfs:subClassOf mex-perf:PerformanceMeasure .
mex-perf:kappaStatistics
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:formula a owl:DatatypeProperty ;
rdfs:domain mex-perf:UserDefinedMeasure ;
rdfs:range xsd:string .
mex-perf:ExecutionPerformance
a owl:Class ;
rdfs:subClassOf prov:Activity .
mex-perf:ItemPerformanceCollection
a owl:Class ;
rdfs:subClassOf prov:Collection .
mex-perf:rootMeanSquaredError
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:predictedValue
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ItemPerformance ;
rdfs:range xsd:string .
mex-perf:bonferroniDunn
a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:pmi a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure .
mex-perf:StatisticalMeasure
a owl:Class ;
rdfs:subClassOf mex-perf:PerformanceMeasure .
mex-perf:rootRelativeSquaredError
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:L1norm a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:cosine a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .
mex-perf:chebyschevDistance
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .
mex-perf:relativeAbsoluteError
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:roc a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:realValue a owl:DatatypeProperty ;
rdfs:domain mex-perf:ItemPerformance ;
rdfs:range xsd:string .
mex-perf:hammingDistance
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .
mex-perf:L2norm a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:RegressionMeasure
a owl:Class ;
rdfs:subClassOf mex-perf:PerformanceMeasure .
mex-perf:ClusteringMeasure
a owl:Class ;
rdfs:subClassOf mex-perf:PerformanceMeasure .
mex-perf:kernel a owl:DatatypeProperty ;
rdfs:range xsd:string .
mex-perf:totalError a owl:DatatypeProperty ;
rdfs:domain mex-perf:RegressionMeasure ;
rdfs:range xsd:double .
mex-perf:spmi a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure .
mex-perf:friedman a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:chiSquare a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:truePositive
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:integer .
a owl:Ontology ;
rdf:about "http://mex.aksw.org/mex-doc-perf#" ;
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 , "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 ;
rdfs:isDefinedBy mex-perf: ;
rdfs:label "The MEX Vocabulary (mex-perf)"@en , "Vocabulario MEX (mex-perf)"@pt ;
dc:publisher "AKSW Grupo de Pesquisa - Universidade de Leipzig"@pt , "AKSW Research Group - Leipzig University"@en ;
dct:contributor mex-core:duarte , mex-core:usbeck , mex-core:lehmann , mex-core:yoko , mex-core:moussallem , mex-core:hellmann , mex-core:ackermann ;
dct:created "2014-02-02"^^xsd:date ;
dct:creator mex-core:esteves ;
dct:modified "2014-04-05"^^xsd:date ;
dct:title "MEX Performance (mex-perf) is an ontology with the goal of describing performance values for machine learning problems (MEX Platform)"@en ;
owl:imports prov: , rdfs: , doap: ;
owl:versionInfo "1.0.0" .
mex-perf:accuracy a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure .
mex-perf:trueNegative
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:integer .
mex-perf:residual a owl:DatatypeProperty ;
rdfs:domain mex-perf:RegressionMeasure ;
rdfs:range xsd:double .
mex-perf:f1Measure a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double ;
dc:description "F-measure or F-score or F1 score" .
mex-perf:Linfnorm a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:meanAbsoluteDeviation
a owl:DatatypeProperty ;
rdfs:domain mex-perf:RegressionMeasure ;
rdfs:range xsd:double .
mex-perf:specificity a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:falseNegativeRate
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:standardDeviation
a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:error a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure , mex-perf:RegressionMeasure , mex-perf:ClusteringMeasure , mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:precision a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:pearsonCorrelation
a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:trueNegativeRate
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:correlationCoefficient
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:median a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:PerformanceMeasure
a owl:Class ;
rdfs:subClassOf prov:Entity .
mex-perf:kolmogorovSmirnov
a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:recall a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:double .
mex-perf:falsePositive
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:integer .
mex-perf:folds a owl:DatatypeProperty ;
rdfs:range xsd:int .
mex-perf:wilcoxon a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:falseNegative
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClassificationMeasure ;
rdfs:range xsd:integer .
mex-perf:UserDefinedMeasureCollection
a owl:Class ;
rdfs:subClassOf prov:Collection .
mex-perf:nemenyi a owl:DatatypeProperty ;
rdfs:domain mex-perf:StatisticalMeasure ;
rdfs:range xsd:double .
mex-perf:medianAbsoluteDeviation
a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:costParameter
a owl:DatatypeProperty .
mex-perf:mode a owl:DatatypeProperty ;
rdfs:range xsd:double .
mex-perf:genSimilarityCoefficient
a owl:DatatypeProperty ;
rdfs:domain mex-perf:ClusteringMeasure ;
rdfs:range xsd:double .