@prefix : .
@prefix owl: .
@prefix rdf: .
@prefix xml: .
@prefix xsd: .
@prefix rdfs: .
@prefix skos: .
@base .
rdf:type owl:Ontology .
#################################################################
# Annotation properties
#################################################################
### http://www.w3.org/2004/02/skos/core#broader
skos:broader rdf:type owl:AnnotationProperty .
### http://www.w3.org/2004/02/skos/core#member
skos:member rdf:type owl:AnnotationProperty .
### http://www.w3.org/2004/02/skos/core#narrower
skos:narrower rdf:type owl:AnnotationProperty .
### http://www.w3.org/2004/02/skos/core#prefLabel
skos:prefLabel rdf:type owl:AnnotationProperty .
#################################################################
# Classes
#################################################################
### http://www.w3.org/2004/02/skos/core#Collection
skos:Collection rdf:type owl:Class .
### http://www.w3.org/2004/02/skos/core#Concept
skos:Concept rdf:type owl:Class .
#################################################################
# Individuals
#################################################################
### http://w3id.org/mlso/vocab/dataset_characteristic/AreaUnderCurveMeasurement
:AreaUnderCurveMeasurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :J48AreaUnderCurve ,
:cfs_subset_eval_decision_stump_auc ,
:cfs_subset_eval_naive_bayes_auc ,
:csf_subject_eval_knn1n_auc ,
:decision_stump_auc ,
:knn1n_area_under_curve ;
skos:prefLabel "Area Under Curve Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/CFS_Subject_Eval_Decision_Stump
:CFS_Subject_Eval_Decision_Stump rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :cfs_subject_evaluation ;
skos:narrower :cfs_subject_eval_decision_stump_error_rate ,
:cfs_subset_eval_decision_stump_auc ,
:cfs_subset_eval_decision_stump_kappa ;
skos:prefLabel "CFS Subject Eval Decision Stump" .
### http://w3id.org/mlso/vocab/dataset_characteristic/CFS_Subject_Eval_KNN1N
:CFS_Subject_Eval_KNN1N rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :cfs_subject_evaluation ;
skos:narrower :csf_subject_eval_knn1n_auc ,
:csf_subject_eval_knn1n_err_rate ,
:csf_subject_eval_knn1n_kappa ;
skos:prefLabel "CFS Subject Eval KNN1N" .
### http://w3id.org/mlso/vocab/dataset_characteristic/CFS_Subject_Eval_Naive_Bayes
:CFS_Subject_Eval_Naive_Bayes rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :cfs_subject_evaluation ;
skos:narrower :cfs_subset_eval_naive_bayes_auc ,
:cfs_subset_eval_naive_bayes_err_rate ,
:cfs_subset_eval_naive_bayes_kappa ;
skos:prefLabel "CFS Subject Eval Naive Bayes" .
### http://w3id.org/mlso/vocab/dataset_characteristic/ClassEntropy
:ClassEntropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Entropy ;
skos:definition "Entropy of the target attribute values.";
skos:prefLabel "Class Entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Dataset_Characteristic
:Dataset_Characteristic rdf:type owl:NamedIndividual ,
skos:Collection ;
skos:member :AreaUnderCurveMeasurement ,
:Decision_Stump ,
:Entropy ,
:ErrorRateMeasurement ,
:J48_Measurement ,
:KNN1N ,
:KappaMeasurement ,
:Maximum_Measurement ,
:Mean_Measurement ,
:Minimum_Measurement ,
:Naive_Bayes_Measurement ,
:Quantity_Measurement ,
:Quartile_Measurement ,
:REP_Tree ,
:Random_Tree ,
:Standard_Deviation ,
:auto_corellation ,
:cfs_subject_evaluation ;
skos:prefLabel "Dataset Characteristic" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Decision_Stump
:Decision_Stump rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :decision_stump_auc ,
:decision_stump_err_rate ,
:decision_stump_kappa ;
skos:prefLabel "Decision Stump" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Entropy
:Entropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :ClassEntropy ,
:MaxAttributeEntropy ,
:MinAttributeEntropy ;
skos:prefLabel "Entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/ErrorRateMeasurement
:ErrorRateMeasurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :J48ErrorRate ,
:cfs_subject_eval_decision_stump_error_rate ,
:cfs_subset_eval_naive_bayes_err_rate ,
:csf_subject_eval_knn1n_err_rate ,
:decision_stump_err_rate ,
:knn1n_error_rate ;
skos:prefLabel "Error Rate Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/J48AreaUnderCurve
:J48AreaUnderCurve rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:J48_Measurement ;
skos:narrower :j48_00001_area_under_curve ,
:j48_0001_area_under_curve ,
:j48_001_area_under_curve ;
skos:prefLabel "J48 Area Under Curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/J48ErrorRate
:J48ErrorRate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :ErrorRateMeasurement ,
:J48_Measurement ;
skos:narrower :j48_00001_error_rate ,
:j48_0001_error_rate ,
:j48_001_error_rate ;
skos:prefLabel "J48 Error Rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/J48Kappa
:J48Kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48_Measurement ,
:KappaMeasurement ;
skos:narrower :j48_00001_kappa ,
:j48_0001_kappa ,
:j48_001_kappa ;
skos:prefLabel "J48 Kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/J48_Measurement
:J48_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :J48AreaUnderCurve ,
:J48ErrorRate ,
:J48Kappa ;
skos:prefLabel "J48 Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/KNN1N
:KNN1N rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "KNN1N" .
### http://w3id.org/mlso/vocab/dataset_characteristic/KappaMeasurement
:KappaMeasurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :J48Kappa ,
:cfs_subset_eval_decision_stump_kappa ,
:cfs_subset_eval_naive_bayes_kappa ,
:csf_subject_eval_knn1n_kappa ,
:decision_stump_kappa ,
:knn1n_kappa ;
skos:prefLabel "Kappa Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/MaxAttributeEntropy
:MaxAttributeEntropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Entropy ,
:Maximum_Measurement ;
skos:prefLabel "Max Attribute Entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Maximum_Measurement
:Maximum_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :MaxAttributeEntropy ,
:max_kurtosis_of_numeric_atts ,
:max_means_of_numeric_atts ,
:max_mutual_information ,
:max_nominal_att_distinct_values ,
:max_skewness_of_numeric_atts ,
:max_standard_dev_of_numeric_atts ;
skos:prefLabel "Maximum Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Mean_Measurement
:Mean_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :mean_attribute_entropy ,
:mean_kurtosis_of_numeric_atts ,
:mean_means_of_numeric_atts ,
:mean_mutual_information ,
:mean_noise_to_signal_ratio ,
:mean_nominal_att_distinct_values ,
:mean_skewness_of_numeric_atts ,
:mean_standard_dev_of_numeric_atts ;
skos:prefLabel "Mean Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/MinAttributeEntropy
:MinAttributeEntropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Entropy ,
:Minimum_Measurement ;
skos:prefLabel "Min Attribute Entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Minimum_Measurement
:Minimum_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :MinAttributeEntropy ,
:min_kurtosis_of_numeric_atts ,
:min_means_of_numeric_atts ,
:min_mutual_information ,
:min_nominal_att_distinct_values ,
:min_skewness_of_numeric_atts ,
:min_standard_dev_of_numeric_atts ;
skos:prefLabel "Minimum Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Naive_Bayes_Measurement
:Naive_Bayes_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "Naive Bayes Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Quantity_Measurement
:Quantity_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :equivalent_number_of_atts ,
:majority_class_size ,
:minortity_class_size ,
:number_of_binary_features ,
:number_of_classes ,
:number_of_features ,
:number_of_instances ,
:number_of_instances_with_missing_values ,
:number_of_missing_values ,
:number_of_numeric_features ,
:number_of_symbolic_features ;
skos:prefLabel "Quantity Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Quartile_Measurement
:Quartile_Measurement rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "Quartile Measurement" .
### http://w3id.org/mlso/vocab/dataset_characteristic/REP_Tree
:REP_Tree rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "REP Tree" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Random_Tree
:Random_Tree rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "Random Tree" .
### http://w3id.org/mlso/vocab/dataset_characteristic/Standard_Deviation
:Standard_Deviation rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:prefLabel "Standard Deviation" .
### http://w3id.org/mlso/vocab/dataset_characteristic/auto_corellation
:auto_corellation rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:definition "Average class difference between consecutive instances.";
skos:prefLabel "Auto Correlation" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subject_eval_decision_stump_error_rate
:cfs_subject_eval_decision_stump_error_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_Decision_Stump ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Decision Stump error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subject_evaluation
:cfs_subject_evaluation rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:narrower :CFS_Subject_Eval_Decision_Stump ,
:CFS_Subject_Eval_KNN1N ,
:CFS_Subject_Eval_Naive_Bayes ;
skos:prefLabel "CFS Subject Evaluation" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subset_eval_decision_stump_auc
:cfs_subset_eval_decision_stump_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:CFS_Subject_Eval_Decision_Stump ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Decision Stump area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subset_eval_decision_stump_kappa
:cfs_subset_eval_decision_stump_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_Decision_Stump ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Decision Stump kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subset_eval_naive_bayes_auc
:cfs_subset_eval_naive_bayes_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:CFS_Subject_Eval_Naive_Bayes ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Naive Bayes area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subset_eval_naive_bayes_err_rate
:cfs_subset_eval_naive_bayes_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_Naive_Bayes ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Naive Bayes error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/cfs_subset_eval_naive_bayes_kappa
:cfs_subset_eval_naive_bayes_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_Naive_Bayes ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval Naive Bayes kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/csf_subject_eval_knn1n_auc
:csf_subject_eval_knn1n_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:CFS_Subject_Eval_KNN1N ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval KNN1N area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/csf_subject_eval_knn1n_err_rate
:csf_subject_eval_knn1n_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_KNN1N ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval KNN1N error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/csf_subject_eval_knn1n_kappa
:csf_subject_eval_knn1n_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :CFS_Subject_Eval_KNN1N ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E 'weka.attributeSelection.CfsSubsetEval -P 1 -E 1' -S 'weka.attributeSelection.BestFirst -D 1 -N 5' -W";
skos:prefLabel "CFS Subject Eval KNN1N kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/decision_stump_auc
:decision_stump_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:Decision_Stump ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump";
skos:prefLabel "Decision Stump area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/decision_stump_err_rate
:decision_stump_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Decision_Stump ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump";
skos:prefLabel "Decision Stump error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/decision_stump_kappa
:decision_stump_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Decision_Stump ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump";
skos:prefLabel "Decision Stump kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/equivalent_number_of_atts
:equivalent_number_of_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.";
skos:prefLabel "equivalent number of atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_00001_area_under_curve
:j48_00001_area_under_curve rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48AreaUnderCurve ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001";
skos:prefLabel "j48 00001 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_00001_error_rate
:j48_00001_error_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48ErrorRate ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001";
skos:prefLabel "j48 00001 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_00001_kappa
:j48_00001_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48Kappa ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001";
skos:prefLabel "j48 00001 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_0001_area_under_curve
:j48_0001_area_under_curve rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48AreaUnderCurve ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001";
skos:prefLabel "j48 0001. area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_0001_error_rate
:j48_0001_error_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48ErrorRate ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001";
skos:prefLabel "j48 0001 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_0001_kappa
:j48_0001_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48Kappa ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001";
skos:prefLabel "j48 0001 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_001_area_under_curve
:j48_001_area_under_curve rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48AreaUnderCurve ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001";
skos:prefLabel "j48 001. area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_001_error_rate
:j48_001_error_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48ErrorRate ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001";
skos:prefLabel "j48 001 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/j48_001_kappa
:j48_001_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :J48Kappa ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001";
skos:prefLabel "j48 001 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/knn1n_area_under_curve
:knn1n_area_under_curve rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:KNN1N ;
skos:prefLabel "knn1n area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/knn1n_error_rate
:knn1n_error_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :ErrorRateMeasurement ,
:KNN1N ;
skos:prefLabel "knn1n error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/knn1n_kappa
:knn1n_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :KNN1N ,
:KappaMeasurement ;
skos:prefLabel "knn1n kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/majority_class_size
:majority_class_size rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of instances belonging to the most frequent class";
skos:prefLabel "majority class size" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_kurtosis_of_numeric_atts
:max_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "Maximum kurtosis among attributes of the numeric type.";
skos:prefLabel "max kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_means_of_numeric_atts
:max_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "Maximum of means among attributes of the numeric type.";
skos:prefLabel "max means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_mutual_information
:max_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "Maximum mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "max mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_nominal_att_distinct_values
:max_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "The maximum number of distinct values among attributes of the nominal type.";
skos:prefLabel "max nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_skewness_of_numeric_atts
:max_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "Maximum skewness among attributes of the numeric type.";
skos:prefLabel "max skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_standard_dev_of_numeric_atts
:max_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Maximum_Measurement ;
skos:definition "Maximum standard deviation of attributes of the numeric type.";
skos:prefLabel "max standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/max_attribute_entropy
:max_attribute_entropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Entropy ,
:Max_Measurement ;
skos:definition "Maximum entropy among attributes.";
skos:prefLabel "max attribute entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_attribute_entropy
:mean_attribute_entropy rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Entropy ,
:Mean_Measurement ;
skos:definition "Average entropy among attributes.";
skos:prefLabel "mean attribute entropy" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_kurtosis_of_numeric_atts
:mean_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Mean kurtosis among attributes of the numeric type.";
skos:prefLabel "mean kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_means_of_numeric_atts
:mean_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Mean of means among attributes of the numeric type.";
skos:prefLabel "mean means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_mutual_information
:mean_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Average mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "mean mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_noise_to_signal_ratio
:mean_noise_to_signal_ratio rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.";
skos:prefLabel "mean noise to signal ratio" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_nominal_att_distinct_values
:mean_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Average number of distinct values among the attributes of the nominal type.";
skos:prefLabel "mean nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_skewness_of_numeric_atts
:mean_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Mean skewness among attributes of the numeric type.";
skos:prefLabel "mean skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/mean_standard_dev_of_numeric_atts
:mean_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Mean_Measurement ;
skos:definition "Mean standard deviation of attributes of the numeric type.";
skos:prefLabel "mean standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_kurtosis_of_numeric_atts
:min_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "Minimum kurtosis among attributes of the numeric type.";
skos:prefLabel "min kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_means_of_numeric_atts
:min_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "Minimum of means among attributes of the numeric type.";
skos:prefLabel "min means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_mutual_information
:min_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "Minimal mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "min mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_nominal_att_distinct_values
:min_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "The minimal number of distinct values among attributes of the nominal type.";
skos:prefLabel "min nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_skewness_of_numeric_atts
:min_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "Minimum skewness among attributes of the numeric type.";
skos:prefLabel "min skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/min_standard_dev_of_numeric_atts
:min_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Minimum_Measurement ;
skos:definition "Minimum standard deviation of attributes of the numeric type.";
skos:prefLabel "min standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/minortity_class_size
:minortity_class_size rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of instances belonging to the least frequent class.";
skos:prefLabel "minortity class size" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_binary_features
:number_of_binary_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of binary attributes.";
skos:prefLabel "number of binary features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_classes
:number_of_classes rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of distinct values of the target attribute (if it is nominal).";
skos:prefLabel "number of classes" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_features
:number_of_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of attributes (columns) of the dataset.";
skos:prefLabel "number of features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_instances
:number_of_instances rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of instances (rows) of the dataset.";
skos:prefLabel "number of instances" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_instances_with_missing_values
:number_of_instances_with_missing_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of instances with at least one value missing.";
skos:prefLabel "number of instances with missing values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_missing_values
:number_of_missing_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of missing values in the dataset.";
skos:prefLabel "number of missing values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_numeric_features
:number_of_numeric_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of numeric attributes.";
skos:prefLabel "number of numeric features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/number_of_symbolic_features
:number_of_symbolic_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Number of nominal attributes.";
skos:prefLabel "number of symbolic features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_binary_features
:percentage_of_binary_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of binary attributes.";
skos:prefLabel "Percentage of binary features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_classes
:percentage_of_classes rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of distinct values of the target attribute (if it is nominal).";
skos:prefLabel "Percentage of classes" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_features
:percentage_of_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of attributes (columns) of the dataset.";
skos:prefLabel "Percentage of features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_instances
:percentage_of_instances rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of instances (rows) of the dataset.";
skos:prefLabel "Percentage of instances" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_instances_with_missing_values
:percentage_of_instances_with_missing_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of instances with at least one value missing.";
skos:prefLabel "Percentage of instances with missing values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_missing_values
:percentage_of_missing_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of missing values in the dataset.";
skos:prefLabel "Percentage of missing values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_numeric_features
:percentage_of_numeric_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of numeric attributes.";
skos:prefLabel "Percentage of numeric features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/percentage_of_symbolic_features
:percentage_of_symbolic_features rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quantity_Measurement ;
skos:definition "Percentage of nominal attributes.";
skos:prefLabel "Percentage of symbolic features" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_kurtosis_of_numeric_atts
:quartile1_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile kurtosis among attributes of the numeric type.";
skos:prefLabel "First Quartile kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_means_of_numeric_atts
:quartile1_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile of means among attributes of the numeric type.";
skos:prefLabel "First Quartile means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_mutual_information
:quartile1_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "First Quartile mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_nominal_att_distinct_values
:quartile1_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile number of distinct values among attributes of the nominal type.";
skos:prefLabel "First Quartile nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_skewness_of_numeric_atts
:quartile1_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile skewness among attributes of the numeric type.";
skos:prefLabel "First Quartile skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile1_standard_dev_of_numeric_atts
:quartile1_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "First Quartile standard deviation of attributes of the numeric type.";
skos:prefLabel "First Quartile standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_kurtosis_of_numeric_atts
:quartile2_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile kurtosis among attributes of the numeric type.";
skos:prefLabel "Second Quartile kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_means_of_numeric_atts
:quartile2_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile of means among attributes of the numeric type.";
skos:prefLabel "Second Quartile means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_mutual_information
:quartile2_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "Second Quartile mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_nominal_att_distinct_values
:quartile2_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile number of distinct values among attributes of the nominal type.";
skos:prefLabel "Second Quartile nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_skewness_of_numeric_atts
:quartile2_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile skewness among attributes of the numeric type.";
skos:prefLabel "Second Quartile skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile2_standard_dev_of_numeric_atts
:quartile2_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Second Quartile standard deviation of attributes of the numeric type.";
skos:prefLabel "Second Quartile standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_kurtosis_of_numeric_atts
:quartile3_kurtosis_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile kurtosis among attributes of the numeric type.";
skos:prefLabel "Third Quartile kurtosis of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_means_of_numeric_atts
:quartile3_means_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile of means among attributes of the numeric type.";
skos:prefLabel "Third Quartile means of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_mutual_information
:quartile3_mutual_information rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile mutual information between the nominal attributes and the target attribute.";
skos:prefLabel "Third Quartile mutual information" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_nominal_att_distinct_values
:quartile3_nominal_att_distinct_values rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile number of distinct values among attributes of the nominal type.";
skos:prefLabel "Third Quartile nominal att distinct values" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_skewness_of_numeric_atts
:quartile3_skewness_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile skewness among attributes of the numeric type.";
skos:prefLabel "Third Quartile skewness of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/quartile3_standard_dev_of_numeric_atts
:quartile3_standard_dev_of_numeric_atts rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Quartile_Measurement ;
skos:definition "Third Quartile standard deviation of attributes of the numeric type.";
skos:prefLabel "Third Quartile standard dev of numeric atts" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth1_auc
:rep_tree_depth1_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:REP_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -L 1";
skos:prefLabel "REP Tree 1 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth1_err_rate
:rep_tree_depth1_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -L 1";
skos:prefLabel "REP Tree 1 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth1_kappa
:rep_tree_depth1_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -L 1";
skos:prefLabel "REP Tree 1 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth2_auc
:rep_tree_depth2_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:REP_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -L 2";
skos:prefLabel "REP Tree 2 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth2_err_rate
:rep_tree_depth2_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -L 2";
skos:prefLabel "REP Tree 2 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth2_kappa
:rep_tree_depth2_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -L 2";
skos:prefLabel "REP Tree 2 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth3_auc
:rep_tree_depth3_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:REP_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -L 3";
skos:prefLabel "REP Tree 3 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth3_err_rate
:rep_tree_depth3_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -L 3";
skos:prefLabel "REP Tree 3 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/rep_tree_depth3_kappa
:rep_tree_depth3_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :REP_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -L 3";
skos:prefLabel "REP Tree 3 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth3_auc
:random_tree_depth3_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:Random_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -depth 3";
skos:prefLabel "Random Tree 3 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth3_err_rate
:random_tree_depth3_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -depth 3";
skos:prefLabel "Random Tree 3 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth3_kappa
:random_tree_depth3_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -depth 3";
skos:prefLabel "Random Tree 3 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth2_auc
:random_tree_depth2_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:Random_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -depth 2";
skos:prefLabel "Random Tree 2 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth2_err_rate
:random_tree_depth2_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -depth 2";
skos:prefLabel "Random Tree 2 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth2_kappa
:random_tree_depth2_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -depth 2";
skos:prefLabel "Random Tree 2 kappa" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth1_auc
:random_tree_depth1_auc rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :AreaUnderCurveMeasurement ,
:Random_Tree ;
skos:definition "Area Under the ROC Curve achieved by the landmarker weka.classifiers.treesREPTree -depth 1";
skos:prefLabel "Random Tree 1 area under curve" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth1_err_rate
:random_tree_depth1_err_rate rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:ErrorRateMeasurement ;
skos:definition "Error rate achieved by the landmarker weka.classifiers.treesREPTree -depth 1";
skos:prefLabel "Random Tree 1 error rate" .
### http://w3id.org/mlso/vocab/dataset_characteristic/random_tree_depth1_kappa
:random_tree_depth1_kappa rdf:type owl:NamedIndividual ,
skos:Concept ;
skos:broader :Random_Tree ,
:KappaMeasurement ;
skos:definition "Kappa coefficient achieved by the landmarker weka.classifiers.treesREPTree -depth 1";
skos:prefLabel "Random Tree 1 kappa" .
### Generated by the OWL API (version 4.5.9.2019-02-01T07:24:44Z) https://github.com/owlcs/owlapi