@prefix : . @prefix dc: . @prefix dct: . @prefix owl: . @prefix rdf: . @prefix xml: . @prefix xsd: . @prefix dcat: . @prefix doap: . @prefix foaf: . @prefix prov: . @prefix rdfs: . @prefix skos: . @prefix mex-algo: . @prefix mex-core: . @prefix mex-perf: . @base . rdf:type owl:Ontology ; rdfs:label "The MEX Vocabulary (mex-algo)"@en , "Vocabulario MEX (mex-algo)"@pt ; dct:created "2014-02-02"^^xsd:date ; dct:modified "2016-05-01" ; dct:creator ; owl:versionInfo "1.0.2" ; dc:publisher "AKSW Research Group - Leipzig University"@en ; dct:title "MEX Algorithm Ontology (mex-algo)"@en ; rdfs:comment "MEX is an RDF vocabulary designed to facilitate interoperability between published machine learning experiments results on the Web. The mex-algo layer represents the algorithm information existing into a basic machine learning experiment."@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-algo representa informacaos de algoritmos existentes em um experimento de aprendizado de maquina."@pt ; rdf:about "http://mex.aksw.org/mex-doc-algo#" ; dct:contributor , ; owl:imports doap: , rdfs: , prov: . ################################################################# # # Object Properties # ################################################################# ### http://mex.aksw.org/mex-algo#hasAlgorithmClass :hasAlgorithmClass rdf:type owl:IrreflexiveProperty , owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :AlgorithmClass ; rdfs:subPropertyOf :hasAlgorithmConfiguration . ### http://mex.aksw.org/mex-algo#hasAlgorithmConfiguration :hasAlgorithmConfiguration rdf:type owl:ObjectProperty , owl:TransitiveProperty . ### http://mex.aksw.org/mex-algo#hasBaseline :hasBaseline rdf:type owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :Algorithm ; rdfs:subPropertyOf :hasAlgorithmConfiguration ; owl:inverseOf :isBaselineOf . ### http://mex.aksw.org/mex-algo#hasHyperParameter :hasHyperParameter rdf:type owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :HyperParameter ; rdfs:subPropertyOf :hasAlgorithmConfiguration ; owl:inverseOf :isHyperParameterOf . ### http://mex.aksw.org/mex-algo#hasHyperParameterCollection :hasHyperParameterCollection rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:IrreflexiveProperty , owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :HyperParameterCollection ; rdfs:subPropertyOf :hasAlgorithmConfiguration . ### http://mex.aksw.org/mex-algo#hasLearningMethod :hasLearningMethod rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:IrreflexiveProperty , owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :LearningMethod ; rdfs:subPropertyOf :hasAlgorithmConfiguration . ### http://mex.aksw.org/mex-algo#hasLearningProblem :hasLearningProblem rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:IrreflexiveProperty , owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :LearningProblem ; rdfs:subPropertyOf :hasAlgorithmConfiguration . ### http://mex.aksw.org/mex-algo#hasTool :hasTool rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :Tool ; rdfs:subPropertyOf :hasAlgorithmConfiguration . ### http://mex.aksw.org/mex-algo#isAlgorithmClassOf :isAlgorithmClassOf rdf:type owl:IrreflexiveProperty , owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :AlgorithmClass ; owl:inverseOf :hasAlgorithmClass ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isAlgorithmConfigurationOf :isAlgorithmConfigurationOf rdf:type owl:ObjectProperty , owl:TransitiveProperty . ### http://mex.aksw.org/mex-algo#isBaselineOf :isBaselineOf rdf:type owl:ObjectProperty ; rdfs:domain :Algorithm ; rdfs:range :Algorithm ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isHyperParameterCollectionOf :isHyperParameterCollectionOf rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :HyperParameterCollection ; owl:inverseOf :hasHyperParameterCollection ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isHyperParameterOf :isHyperParameterOf rdf:type owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :HyperParameter ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isLearningMethodOf :isLearningMethodOf rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :LearningMethod ; owl:inverseOf :hasLearningMethod ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isLearningProblemOf :isLearningProblemOf rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :LearningProblem ; owl:inverseOf :hasLearningProblem ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ### http://mex.aksw.org/mex-algo#isToolOf :isToolOf rdf:type owl:FunctionalProperty , owl:InverseFunctionalProperty , owl:ObjectProperty ; rdfs:range :Algorithm ; rdfs:domain :Tool ; owl:inverseOf :hasTool ; rdfs:subPropertyOf :isAlgorithmConfigurationOf . ################################################################# # # Data properties # ################################################################# ### http://mex.aksw.org/mex-algo#acronym :acronym rdf:type owl:DatatypeProperty ; rdfs:range xsd:string . ################################################################# # # Classes # ################################################################# ### http://mex.aksw.org/mex-algo#ADTree :ADTree rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#AQ :AQ rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :Rules ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#AdaptativeBoost :AdaptativeBoost rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :Boosting ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#Algorithm :Algorithm rdf:type owl:Class ; rdfs:subClassOf prov:Entity , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :AlgorithmClass ] , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:someValuesFrom :LearningMethod ] , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:someValuesFrom :LearningProblem ] . ### http://mex.aksw.org/mex-algo#AlgorithmClass :AlgorithmClass rdf:type owl:Class ; owl:disjointWith :HyperParameter , :LearningMethod , :LearningProblem . ### http://mex.aksw.org/mex-algo#AllDisjointClasses :AllDisjointClasses rdf:type owl:Class . ### http://mex.aksw.org/mex-algo#ApacheMahout :ApacheMahout rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Apriori :Apriori rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#ArtificialNeuralNetwork :ArtificialNeuralNetwork rdf:type owl:Class ; rdfs:label "ANN"@en ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Association :Association rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#AutoregressiveIntegratedMovingAverage :AutoregressiveIntegratedMovingAverage rdf:type owl:Class ; rdfs:label "ARIMA"@en ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#AutoregressiveMovingAverage :AutoregressiveMovingAverage rdf:type owl:Class ; rdfs:label "ARMA"@en ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#AverageOneDependenceEstimators :AverageOneDependenceEstimators rdf:type owl:Class ; rdfs:label "AODE"@en ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#BFTree :BFTree rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#BIRCH :BIRCH rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#BackPropagation :BackPropagation rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :ArtificialNeuralNetwork ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ; owl:disjointWith :C45 , :ELTL , :Kmeans , :LogisticRegression , :NaiveBayes , :RandomForest , :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#Bagging :Bagging rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Baseline :Baseline rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#BayesTheory :BayesTheory rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#BayesTheoryAlgorithms :BayesTheoryAlgorithms rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :BayesTheory ] ) ] . ### http://mex.aksw.org/mex-algo#Boosting :Boosting rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#C :C rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#C-SVM :C-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :ClassificationProblem ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#C45 :C45 rdf:type owl:Class ; rdfs:subClassOf :DecisionTrees , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ; owl:disjointWith :Kmeans , :LogisticRegression , :NaiveBayes , :RandomForest , :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#CART :CART rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#CHAID :CHAID rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#CHAMELEON :CHAMELEON rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#CLARA :CLARA rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#CLARANS :CLARANS rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#CPlusPlus :CPlusPlus rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#CURE :CURE rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Centura :Centura rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#Classification :Classification rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#ClassificationProblem :ClassificationProblem rdf:type owl:Class . ### http://mex.aksw.org/mex-algo#Clustering :Clustering rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#ClusteringProblem :ClusteringProblem rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#DLLearner :DLLearner rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#DecisionStump :DecisionStump rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#DecisionTable :DecisionTable rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#DecisionTrees :DecisionTrees rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#DecisionTreesAlgorithms :DecisionTreesAlgorithms rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ) ] . ### http://mex.aksw.org/mex-algo#DescriptiveMethod :DescriptiveMethod rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Unsupervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] ; rdfs:comment "are typically unsupervised and are used to induce interesting patterns (such as association rules) from unlabeled data. The induced patterns are useful in exploratory data analysis."@en . ### http://mex.aksw.org/mex-algo#DotNet :DotNet rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#ELKI :ELKI rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#ELTL :ELTL rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ; owl:disjointWith :Kmeans , :LogisticRegression , :NaiveBayes , :RandomForest , :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#EViews :EViews rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Encog :Encog rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#EnsambleTechnique :EnsambleTechnique rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :Boosting ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :Bagging ] ) ] . ### http://mex.aksw.org/mex-algo#FAMa :FAMa rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#FP :FP rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#ForClassificationProblem :ForClassificationProblem rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :ClassificationProblem ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] . ### http://mex.aksw.org/mex-algo#GeneticAlgorithms :GeneticAlgorithms rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#H2O :H2O rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#HybridAlgorithm :HybridAlgorithm rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#HyperParameter :HyperParameter rdf:type owl:Class ; rdfs:subClassOf prov:Entity ; owl:disjointWith :LearningMethod , :LearningProblem . ### http://mex.aksw.org/mex-algo#HyperParameterCollection :HyperParameterCollection rdf:type owl:Class ; rdfs:subClassOf prov:Collection . ### http://mex.aksw.org/mex-algo#IBMMiner :IBMMiner rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#ID3 :ID3 rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#INDUCE :INDUCE rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :Rules ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#InductiveLogicProgramming :InductiveLogicProgramming rdf:type owl:Class ; rdfs:label "ILP"@en ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#J48 :J48 rdf:type owl:Class ; rdfs:subClassOf :DecisionTrees , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#J48Graft :J48Graft rdf:type owl:Class ; rdfs:subClassOf :DecisionTrees , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#Java :Java rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#JavaScript :JavaScript rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#Julia :Julia rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#KNIME :KNIME rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#KXEN :KXEN rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Kmeans :Kmeans rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :Clustering ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ; owl:disjointWith :LogisticRegression , :NaiveBayes , :RandomForest , :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#LADTree :LADTree rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#LIONsolver :LIONsolver rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#LMT :LMT rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] . ### http://mex.aksw.org/mex-algo#LearningMethod :LearningMethod rdf:type owl:Class ; rdfs:comment "Supervised Learning, Unsupervised Learning, Semi-supervised Learning, Reinforcement Learning, ..."@en . ### http://mex.aksw.org/mex-algo#LearningProblem :LearningProblem rdf:type owl:Class ; rdfs:comment "A ValuePartition that describes only values from Regression, Classification or Clustering. NB Subclasses can themselves be divided up into further partitions."@en . ### http://mex.aksw.org/mex-algo#LibLinear :LibLinear rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#LibSVM :LibSVM rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Library :Library rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Linear-SVM :Linear-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#LinearRegression :LinearRegression rdf:type owl:Class ; rdfs:subClassOf :RegressionAnalysis . ### http://mex.aksw.org/mex-algo#LinearSMO :LinearSMO rdf:type owl:Class ; rdfs:subClassOf :SequentialMinimalOptimization . ### http://mex.aksw.org/mex-algo#LogicalRepresentations :LogicalRepresentations rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#LogisticRegression :LogisticRegression rdf:type owl:Class ; rdfs:subClassOf :RegressionAnalysis ; owl:disjointWith :NaiveBayes , :RandomForest , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#MARS :MARS rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#MLPACK :MLPACK rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Markov :Markov rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#MassiveOnlineAnalysis :MassiveOnlineAnalysis rdf:type owl:Class ; rdfs:label "MOA"@en ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Mathematica :Mathematica rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Matlab :Matlab rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Metaheuristic :Metaheuristic rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#MicrosoftAzureMachineLearning :MicrosoftAzureMachineLearning rdf:type owl:Class ; rdfs:label "AZURE"@en ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#MonteCarloMachineLearningLibrary :MonteCarloMachineLearningLibrary rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#MultilayerPerceptron :MultilayerPerceptron rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :ArtificialNeuralNetwork ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#NBTree :NBTree rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#NaiveBayes :NaiveBayes rdf:type owl:Class ; rdfs:subClassOf :ProbabilisticModel , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Supervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Regression ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :BayesTheory ] ; owl:disjointWith :RandomForest , :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#NearestNeigbour :NearestNeigbour rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#NeuroSolutions :NeuroSolutions rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#NodeJS :NodeJS rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#OPTICS :OPTICS rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Octave :Octave rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#OpenCV :OpenCV rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#OpenNN :OpenNN rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#OracleDataMining :OracleDataMining rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Orange :Orange rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Other :Other rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#PHP :PHP rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#Polynomial-SVM :Polynomial-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#PredictiveMethod :PredictiveMethod rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Supervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] ; rdfs:comment "they are used to induce models or theories from class-labeled data"@en . ### http://mex.aksw.org/mex-algo#ProbabilisticModel :ProbabilisticModel rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#ProbabilisticSoftLogic :ProbabilisticSoftLogic rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Python :Python rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#R :R rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#R-SVM :R-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines , [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Regression ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#RBF-SVM :RBF-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#RCASE :RCASE rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#REPTree :REPTree rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#RandomForest :RandomForest rdf:type owl:Class ; rdfs:subClassOf :DecisionTrees , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ; owl:disjointWith :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#RandomTree :RandomTree rdf:type owl:Class ; rdfs:subClassOf :DecisionTrees , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ; owl:disjointWith :RegressionAnalysis , :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#RapidMiner :RapidMiner rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Regression :Regression rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#RegressionAnalysis :RegressionAnalysis rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :RegressionFunctions ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ; owl:disjointWith :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#RegressionFunctions :RegressionFunctions rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Reinforcement :Reinforcement rdf:type owl:Class ; rdfs:subClassOf :LearningMethod . ### http://mex.aksw.org/mex-algo#Ruby :Ruby rdf:type owl:Class ; rdfs:subClassOf :Library . ### http://mex.aksw.org/mex-algo#Rules :Rules rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#SAP :SAP rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#SASEnterpriseMiner :SASEnterpriseMiner rdf:type owl:Class ; rdfs:label "SAS"@en ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#SPSS :SPSS rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#SQLServerAnalysisServices :SQLServerAnalysisServices rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#STATISTICADataMiner :STATISTICADataMiner rdf:type owl:Class ; rdfs:label "STATISTICA"@en ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#SemiSupervised :SemiSupervised rdf:type owl:Class ; rdfs:subClassOf :LearningMethod . ### http://mex.aksw.org/mex-algo#SequentialMinimalOptimization :SequentialMinimalOptimization rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#Shogun :Shogun rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Sigmoid-SVM :Sigmoid-SVM rdf:type owl:Class ; rdfs:subClassOf :SupportVectorMachines . ### http://mex.aksw.org/mex-algo#SimpleCart :SimpleCart rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#Stata :Stata rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#StatisticalApproach :StatisticalApproach rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :BayesTheory ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :SupportVectorNetworks ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :ArtificialNeuralNetwork ] ) ] . ### http://mex.aksw.org/mex-algo#Summarization :Summarization rdf:type owl:Class ; rdfs:subClassOf :LearningProblem . ### http://mex.aksw.org/mex-algo#Supervised :Supervised rdf:type owl:Class ; rdfs:subClassOf :LearningMethod . ### http://mex.aksw.org/mex-algo#SupervisedApproach :SupervisedApproach rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Supervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Class ; owl:unionOf ( [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :ClassificationProblem ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Regression ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] ) ] . ### http://mex.aksw.org/mex-algo#SupportVectorMachines :SupportVectorMachines rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Class ; owl:unionOf ( [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :ClassificationProblem ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Regression ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] , [ rdf:type owl:Class ; owl:unionOf ( [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :SemiSupervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Supervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :SupportVectorNetworks ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#SupportVectorNetworks :SupportVectorNetworks rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass . ### http://mex.aksw.org/mex-algo#SymbolicApproach :SymbolicApproach rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :LogicalRepresentations ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :DecisionTrees ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:someValuesFrom :Rules ] ) ] . ### http://mex.aksw.org/mex-algo#Tool :Tool rdf:type owl:Class ; rdfs:subClassOf doap:Project , doap:Version , prov:Entity , prov:SoftwareAgent . ### http://mex.aksw.org/mex-algo#ToolParameter :ToolParameter rdf:type owl:Class ; rdfs:subClassOf prov:Entity . ### http://mex.aksw.org/mex-algo#ToolParameterCollection :ToolParameterCollection rdf:type owl:Class ; rdfs:subClassOf prov:Collection . ### http://mex.aksw.org/mex-algo#Unsupervised :Unsupervised rdf:type owl:Class ; rdfs:subClassOf :LearningMethod . ### http://mex.aksw.org/mex-algo#UnsupervisedApproach :UnsupervisedApproach rdf:type owl:Class ; owl:equivalentClass [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Restriction ; owl:onProperty :hasLearningMethod ; owl:onClass :Unsupervised ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] , [ rdf:type owl:Class ; owl:intersectionOf ( :Algorithm [ rdf:type owl:Class ; owl:unionOf ( [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Association ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :ClusteringProblem ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] [ rdf:type owl:Restriction ; owl:onProperty :hasLearningProblem ; owl:onClass :Summarization ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] ) ] ) ] . ### http://mex.aksw.org/mex-algo#UserClassifier :UserClassifier rdf:type owl:Class ; rdfs:subClassOf :AlgorithmClass , [ rdf:type owl:Restriction ; owl:onProperty :hasAlgorithmClass ; owl:onClass :DecisionTrees ; owl:qualifiedCardinality "1"^^xsd:nonNegativeInteger ] . ### http://mex.aksw.org/mex-algo#Weka :Weka rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#YALE :YALE rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#Yooreeka :Yooreeka rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#mlpy :mlpy rdf:type owl:Class ; rdfs:subClassOf :Tool . ### http://mex.aksw.org/mex-algo#scikit-learn :scikit-learn rdf:type owl:Class ; rdfs:subClassOf :Tool . ### 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 . ### http://www.w3.org/ns/prov-o#SoftwareAgent prov:SoftwareAgent rdf:type owl:Class .