434
440
431
http://kt.ijs.si/panovp/OntoDM#OntoDM_490530
clusterings ensemble specification
'clusterings ensemble specification' SubClassOf 'ensemble specification'
'clusterings ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_464484
probability distribution estimation ensemble algorithm
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distributions ensemble specification'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'probability distribution estimation ensemble algorithm' SubClassOf 'ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_616614
software toolkit
'software toolkit' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
'software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000010
http://kt.ijs.si/panovp/OntoDM#OntoDM_388961
LCL tree based HC algorithm for multiple path prediction
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_835948
output structured data specification
'output structured data specification' SubClassOf 'output data specification'
'output primitive data specification' DisjointWith 'output structured data specification'
'output structured data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_378476
http://kt.ijs.si/panovp/OntoDM#OntoDM_108244
multi-class classification algorithm
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification task'
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'multi-class classification algorithm' SubClassOf 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_748173
operator
'operator' SubClassOf 'agent role'
'operator' SubClassOf 'has_information' some 'parameter setting'
'operator' SubClassOf 'is_realized_by' some 'algorithm execution'
'operator' SubClassOf 'role_of' some 'algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_555011
LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_038162
data mining operator
'data mining operator' SubClassOf 'is_realized_by' some 'data mining algorithm execution'
'data mining operator' SubClassOf 'role_of' some 'data mining algorithm implementation'
'data mining operator' SubClassOf 'operator'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002 SubClassOf 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002 SubClassOf 'is_about' some
(http://kt.ijs.si/panovp/OntoDT#OntoDT_591397 or http://kt.ijs.si/panovp/OntoDT#OntoDT_648082 or http://kt.ijs.si/panovp/OntoDT#OntoDT_699579 or http://kt.ijs.si/panovp/OntoDT#OntoDT_814373)
http://kt.ijs.si/panovp/OntoDM#OntoDM_548720
data mining source code module
'data mining source code module' SubClassOf http://purl.obolibrary.org/obo/IAO_0000096
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_295724
structure-based predictive modeling algorithm for structured output
'feature-based predictive modeling algorithm for structured output ' DisjointWith 'structure-based predictive modeling algorithm for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_419544
information content entity quality
'information content entity quality' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Quality
http://www.ifomis.org/bfo/1.1/snap#Role
http://www.ifomis.org/bfo/1.1/snap#Role SubClassOf http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
http://kt.ijs.si/panovp/OntoDM#OntoDM_408772
LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_570767
multi-label classification algorithm
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'multi-label classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-label classification task'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://purl.obolibrary.org/obo/IAO_0000129
http://purl.obolibrary.org/obo/IAO_0000129 SubClassOf http://purl.obolibrary.org/obo/IAO_0000028
http://purl.obolibrary.org/obo/IAO_0000129 SubClassOf http://purl.obolibrary.org/obo/IAO_0000129
http://kt.ijs.si/panovp/OntoDM#OntoDM_257366
LCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_794067
feature-based time series prediction dataset
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'feature-based time series prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'feature-based time series prediction dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_829270
LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203 SubClassOf 'labeled dataset with primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_636213
multi-target multi-class classification dataset
'multi-target multi-class classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://www.ifomis.org/bfo/1.1/snap#Continuant
Continuant
'Continuant' SubClassOf http://www.ifomis.org/bfo/1.1#Entity
http://kt.ijs.si/panovp/OntoDM#OntoDM_716122
output boolean
'output boolean' SubClassOf 'is_about' value http://kt.ijs.si/panovp/OntoDT#OntoDT_991825
'output discrete' DisjointWith 'output boolean'
'output boolean' SubClassOf 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 SubClassOf 'unlabeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_609184
binary classification dataset
'binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
'binary classification dataset' SubClassOf 'flat classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_865023
multi-class classification model
'regression model' DisjointWith 'multi-class classification model'
'multi-class classification model' SubClassOf 'classification model'
'multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'binary classification model' DisjointWith 'multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_257039
flat classification dataset
'flat classification dataset' DisjointWith 'regression dataset'
'flat classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
'flat classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_201436
parameter specification
'parameter specification' SubClassOf 'specification entity'
'parameter specification' SubClassOf 'is_about' some 'parameter'
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602 SubClassOf 'labeled dataset with primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_817028
multi-target predictive modelling algorithm
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction task'
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_754841
GC tree based HC algorithm for multiple path and mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_512674
LCN tree based HC algorithm for single path prediction
'LCN tree based HC algorithm for single path prediction' SubClassOf 'LCN tree based HC algorithm'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_398436
GC tree based HC algorithm
'GC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_627978
multi-target binary decision tree
'multi-target binary decision tree' SubClassOf 'multi-target binary classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_419418
tree based HC algorithm
'tree based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'tree based HC algorithm' SubClassOf 'hierarchical classification algorithm'
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_361694
cross validation evaluation algorithm
'cross validation evaluation algorithm' SubClassOf 'evaluation algorithm'
'cross validation evaluation algorithm' SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_730934
http://kt.ijs.si/panovp/OntoDM#OntoDM_020420
LCPN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCPN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_225681
multi-target prediction model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'multi-target prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-target prediction model' DisjointWith 'time series prediction model'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-target prediction model' SubClassOf 'feature-based predictive model for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_145996
output tuple of boolean
'output tuple of boolean' SubClassOf 'output tuple of primitives'
'output tuple of boolean' SubClassOf 'is_about' value http://kt.ijs.si/panovp/OntoDT#OntoDT_991825
'output tuple of boolean' DisjointWith 'output tuple of discrete'
'output tuple of boolean' DisjointWith 'output tuple of real'
http://purl.obofoundry.org/obo/OBI_0000587
protocol_paricipant_role
'protocol_paricipant_role' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
'protocol_paricipant_role' SubClassOf http://purl.obolibrary.org/obo/BFO_0000023
http://kt.ijs.si/panovp/OntoDM#OntoDM_056700
DAG based HC task with multiple label paths and full depth labeling
'DAG based HC task with multiple label paths and full depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_361570
data processing algorithm
'data processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_316568
binary decision tree
'binary decision tree' SubClassOf 'binary classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_318626
pattern set ensemble specification
'pattern set ensemble specification' SubClassOf 'ensemble specification'
'pattern set ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://purl.obolibrary.org/obo/IAO_0000104
http://purl.obolibrary.org/obo/IAO_0000104 SubClassOf 'directive information entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_651414
predicted dataset
'predicted dataset' SubClassOf 'DM-dataset'
'predicted dataset' SubClassOf 'is_specified_output_of' some 'predictive model execution'
http://purl.obolibrary.org/obo/IAO_0000100
http://purl.obolibrary.org/obo/IAO_0000100 SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_785336
structure based primitive output prediction task
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'structure based primitive output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
http://kt.ijs.si/panovp/OntoDM#OntoDM_544234
data mining software toolkit
'data mining software toolkit' SubClassOf 'software toolkit'
'data mining software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining software '
http://kt.ijs.si/panovp/OntoDM#OntoDM_433774
language of markov chains
'language of markov chains' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_157687
structure-based predictive model for structured output
'structure-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'structure-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_908131
output labeled graph
'output labeled graph' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_591397
'output labeled graph' SubClassOf 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_960431
hirearchical classification dataset
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'hirearchical classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
'hirearchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output labeled graph'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
http://purl.obolibrary.org/obo/OBI_0000011
http://purl.obolibrary.org/obo/OBI_0000011 SubClassOf http://purl.obolibrary.org/obo/BFO_0000015
http://kt.ijs.si/panovp/OntoDM#OntoDM_078701
transactional dataset
'transactional dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
'transactional dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_169891
http://kt.ijs.si/panovp/OntoDM#OntoDM_251508
LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247241
multi-label classification model
'multi-label classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-label classification model' SubClassOf 'feature-based predictive model for structured output'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'multi-label classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613675
LCPN DAG based HC algorithm for single path prediction
'LCPN DAG based HC algorithm for single path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_982352
data mining workflow execution
'data mining workflow execution' SubClassOf 'realizes' some 'data mining workflow'
'data mining workflow execution' SubClassOf 'workflow execution'
'data mining workflow execution' SubClassOf 'achieves_planned_objective' some http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_419460
single generalization specification
'single generalization specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_901970
LCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_464319
LCN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_708865
representational medium specification
'representational medium specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_213136
GC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'GC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_728533
multi-target binary classification algorithm
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
'multi-target binary classification algorithm' SubClassOf 'multi-target classification algorithm'
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification model'
http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant
http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant SubClassOf 'Continuant'
http://kt.ijs.si/panovp/OntoDM#OntoDM_516954
output sequence
'output sequence' SubClassOf 'output structured data specification'
'output tuple of primitives' DisjointWith 'output sequence'
'output sequence' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_648082
'output set of primitives' DisjointWith 'output sequence'
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_269620
precentage train-test split evaluation algorithm
'precentage train-test split evaluation algorithm' SubClassOf 'evaluation algorithm'
'precentage train-test split evaluation algorithm' SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_730934
http://kt.ijs.si/panovp/OntoDM#OntoDM_532190
language of neural nets
'language of neural nets' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_135761
GC DAG based HC algorithm for single path prediction
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'GC DAG based HC algorithm for single path prediction' SubClassOf 'GC DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_782155
LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_882801
LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://purl.obolibrary.org/obo/IAO_0000030
http://purl.obolibrary.org/obo/IAO_0000030 SubClassOf http://www.ifomis.org/bfo/1.1/snap#GenericallyDependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_155699
binary classification algorithm
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification task'
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'binary classification algorithm' SubClassOf 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_086891
LCL DAG based HC algorithm for single path and mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://purl.obolibrary.org/obo/OBI_0000047
processed material
'processed material' SubClassOf http://www.ifomis.org/bfo/1.1/snap#MaterialEntity
'processed material' SubClassOf http://purl.obolibrary.org/obo/BFO_0000040
http://kt.ijs.si/panovp/OntoDM#OntoDM_688833
regression model
'regression model' DisjointWith 'multi-class classification model'
'binary classification model' DisjointWith 'regression model'
'regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'regression model' SubClassOf 'feature-based predictive model for primitive output'
http://purl.obolibrary.org/obo/IAO_0000027
http://purl.obolibrary.org/obo/IAO_0000027 SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_349672
separate test set evaluation algorithm
'separate test set evaluation algorithm' SubClassOf 'evaluation algorithm'
'separate test set evaluation algorithm' SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_730934
http://kt.ijs.si/panovp/OntoDM#OntoDM_970232
Stacking
'Bagging' DisjointWith 'Stacking'
'Stacking' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Stacking'
'Boosting' DisjointWith 'Stacking'
'Random Forest' DisjointWith 'Stacking'
http://kt.ijs.si/panovp/OntoDM#OntoDM_572839
LCL tree based HC algorithm for single path and mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_112772
classification model
'classification model' SubClassOf 'feature-based predictive model for primitive output'
'classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_485256
GC DAG based HC algorithm for multiple path prediction
'GC DAG based HC algorithm for multiple path prediction' SubClassOf 'GC DAG based HC algorithm'
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_826903
tree based HC task with multiple label paths
'tree based HC task with multiple label paths' SubClassOf 'tree based HC task'
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_208012
time-series prediction task
'time-series prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'time-series prediction task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_726490
mapping specification
'mapping specification' SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_510989
parameter setting
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000418 some 'parameter'
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_510504
multi-label classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-label classification task' SubClassOf 'feature-based structured output prediction task'
'multi-label classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_625176
evaluation algorithm implementation
'evaluation algorithm implementation' SubClassOf 'algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_694510
GC tree based HC algorithm for multiple path prediction
'GC tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'GC tree based HC algorithm for multiple path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_540049
LC tree based HC algorithm
'LC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_328701
LCN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_285570
workflow execution
'workflow execution' SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
'workflow execution' SubClassOf 'realizes' some 'workflow'
http://purl.obolibrary.org/obo/OBI_0000339
planning
'planning' SubClassOf http://purl.obolibrary.org/obo/OBI_0000011
http://kt.ijs.si/panovp/OntoDM#OntoDM_616457
language of decision rules
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
'language of decision rules' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_718446
structure-based prectictive modeling algorithm for primitive output
'structure-based prectictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' DisjointWith 'structure-based prectictive modeling algorithm for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based primitive output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247286
agent role
'agent role' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_793930
LCL tree based HC algorithm
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCL tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_462575
time-series predictive modelling algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time-series prediction task'
'time-series predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time series prediction model'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_731692
single generalization algorithm
'single generalization algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'single generalization algorithm' SubClassOf 'data mining algorithm'
http://purl.obolibrary.org/obo/OBI_0000227
http://purl.obolibrary.org/obo/OBI_0000227 SubClassOf 'documenting'
http://kt.ijs.si/panovp/OntoDM#OntoDM_874928
LCN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_722523
multi-target classification algorithm
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification model'
'multi-target classification algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692551
LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_182357
data mining scenario
'data mining scenario' SubClassOf 'scenario'
http://kt.ijs.si/panovp/OntoDM#OntoDM_813772
language of bayesian nets
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
'language of bayesian nets' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM#OntoDM_112569
algorithm implementation
'algorithm implementation' SubClassOf 'is_concretization_of' some http://purl.obolibrary.org/obo/IAO_0000064
'algorithm implementation' SubClassOf 'has_quality' some 'parameter'
'algorithm implementation' SubClassOf 'plan'
'algorithm implementation' DisjointWith 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_136533
multi-target regression tree
'multi-target regression tree' SubClassOf 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_036834
LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_603253
scenario
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000302
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'scenario title'
'scenario' SubClassOf 'protocol'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000238
http://purl.obolibrary.org/obo/OBI_0000245
http://purl.obolibrary.org/obo/OBI_0000245 SubClassOf http://www.ifomis.org/bfo/1.1/snap#MaterialEntity
http://purl.obolibrary.org/obo/OBI_0000245 SubClassOf http://purl.obolibrary.org/obo/BFO_0000040
http://kt.ijs.si/panovp/OntoDM#OntoDM_718392
DAG based HC task with multiple label paths and partial depth labeling
'DAG based HC task with multiple label paths and partial depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000302
optimization function
'optimization function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_003932
predictive model for primitive output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
'predictive model for primitive output' SubClassOf 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_975727
LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000306
probability distribution estimation algorithm execution
'probability distribution estimation algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('probability distribution estimation algorithm' or 'probability distribution estimation ensemble algorithm'))
'probability distribution estimation algorithm execution' SubClassOf 'data mining algorithm execution'
'probability distribution estimation algorithm execution' SubClassOf 'has_specified_output' some
('probability distribution ensemble' or http://kt.ijs.si/panovp/OntoDM#OntoDM_000016)
'probability distribution estimation algorithm execution' SubClassOf 'achieves_planned_objective' some 'probability distribution estimation task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_776589
pattern discovery evaluation
OntoDM_776589
'OntoDM_776589' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_541005
multi-label classification dataset
'multi-label classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
'multi-label classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000300
generalizations and data from data query
'generalizations and data from data query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_311225
DAG based HC algorithm
'DAG based HC algorithm' SubClassOf 'hierarchical classification algorithm'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'DAG based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_278835
output sequence of discrete
'output sequence of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_596819
'output sequence of discrete' DisjointWith 'output sequence of reals'
'output sequence of discrete' SubClassOf 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_382943
predictive modeling algorithm for primitive output
'predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for primitive output'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_147247
algorithm execution
'algorithm execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_agent some 'computer'
'algorithm execution' SubClassOf 'information processing'
'algorithm execution' SubClassOf 'realizes' some 'operator'
http://kt.ijs.si/panovp/OntoDM#OntoDM_661861
structure based structured output prediction task
DisjointClasses: 'structure based structured output prediction task'
'structure based structured output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_837886
regression task
'flat classification task' DisjointWith 'regression task'
'regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'regression task' SubClassOf 'feature-based primitive output prediction task'
http://purl.obolibrary.org/obo/IAO_0000572
documenting
'documenting' SubClassOf http://purl.obolibrary.org/obo/OBI_0000011
http://kt.ijs.si/panovp/OntoDM#OntoDM_542264
tree based HC task
'tree based HC task' SubClassOf 'hirearchical classification task'
'tree based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tree'
'DAG based HC task' DisjointWith 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_693227
description
'description' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://kt.ijs.si/panovp/OntoDM#OntoDM_930862
tree based HC task with multiple label paths and partial depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and partial depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_620805
DAG based HC task with single label paths and full depth labeling
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
'DAG based HC task with single label paths and full depth labeling' SubClassOf 'DAG based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_171503
flat classification algorithm
'flat classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'flat classification task'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'classification model'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_308048
tree-based hierarchical classification dataset
'tree-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
'tree-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tree'
http://kt.ijs.si/panovp/OntoDM#OntoDM_942737
LC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'LC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_150825
output discrete
'output discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_379444
'output discrete' DisjointWith 'output boolean'
'output discrete' DisjointWith 'output tuple of real'
'output discrete' DisjointWith 'output real'
'output discrete' SubClassOf 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_535716
probability distributions ensemble specification
'probability distributions ensemble specification' SubClassOf 'ensemble specification'
'probability distributions ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_622093
LCL tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_180345
LCN DAG based HC algorithm for multiple path prediction
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_917475
evaluation algorithm execution
'evaluation algorithm execution' SubClassOf 'algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_936293
output tuple of real
'output tuple of real' SubClassOf 'output tuple of primitives'
'output discrete' DisjointWith 'output tuple of real'
'output tuple of real' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_150012
'output tuple of boolean' DisjointWith 'output tuple of real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_938471
data example specification
'data example specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_368779
predictive modelling ensemble algorithm
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive models ensemble specification'
'predictive modelling ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_191108
output real
'output real' DisjointWith 'output tuple of discrete'
'output real' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_150012
'output real' SubClassOf 'output primitive data specification'
'output discrete' DisjointWith 'output real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_114697
multi-target prediction task
'multi-target prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-target prediction task' SubClassOf 'feature-based structured output prediction task'
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_919659
LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_741571
output primitive data specification
'output primitive data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature specification'
'output primitive data specification' DisjointWith 'output structured data specification'
'output primitive data specification' SubClassOf 'output data specification'
'output primitive data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_018988
http://kt.ijs.si/panovp/OntoDM#OntoDM_686944
regression dataset
'regression dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
'flat classification dataset' DisjointWith 'regression dataset'
'regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_640624
hierarchical classification decision tree
'hierarchical classification decision tree' SubClassOf 'hirearchical classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_941659
constraint based data mining task
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'constraint specification'
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
'constraint based data mining task' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_101020
tag
'tag' SubClassOf http://purl.obolibrary.org/obo/IAO_0000009
http://kt.ijs.si/panovp/OntoDM#OntoDM_429658
clustering ensemble algorithm
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering ensemble'
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'clustering ensemble algorithm' SubClassOf 'ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_918795
probability distribution evaliuation
'probability distribution evaliuation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_669483
LCL tree based HC algorithm for single path prediction
'LCL tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
'LCL tree based HC algorithm for single path prediction' SubClassOf 'LCL tree based HC algorithm'
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_931732
hirearchical classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output DAG' or 'output tree')
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_208659
binary classification task
'binary classification task' SubClassOf 'flat classification task'
'binary classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
'binary classification task' DisjointWith 'multi-class classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_207566
feature-based predictive model for primitive output
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'feature-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
'feature-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_910828
Boosting
'Random Subspaces' DisjointWith 'Boosting'
'Random Forest' DisjointWith 'Boosting'
'Boosting' SubClassOf 'predictive modelling ensemble algorithm'
'Boosting' DisjointWith 'Stacking'
'Bagging' DisjointWith 'Boosting'
http://www.ifomis.org/bfo/1.1/span#Occurrent
http://www.ifomis.org/bfo/1.1/span#Occurrent SubClassOf http://www.ifomis.org/bfo/1.1#Entity
http://purl.obolibrary.org/obo/IAO_0000302
http://purl.obolibrary.org/obo/IAO_0000302 SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://kt.ijs.si/panovp/OntoDM#OntoDM_629944
labeled dataset with structured output
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
'labeled dataset with structured output' SubClassOf 'labeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_452759
Bagging
'Bagging' DisjointWith 'Stacking'
'Bagging' DisjointWith 'Random Forest'
'Bagging' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Bagging'
'Bagging' DisjointWith 'Boosting'
http://kt.ijs.si/panovp/OntoDM#OntoDM_357792
Random Subspaces
'Random Subspaces' DisjointWith 'Random Forest'
'Random Subspaces' DisjointWith 'Stacking'
'Random Subspaces' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Boosting'
'Random Subspaces' DisjointWith 'Bagging'
http://kt.ijs.si/panovp/OntoDM#OntoDM_231548
multi-target binary classification
'multi-target binary classification' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
'multi-target binary classification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558 SubClassOf 'unlabeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_372936
labeled dataset
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'labeled dataset' SubClassOf 'dataset specification'
'labeled dataset' DisjointWith 'unlabeled dataset'
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_491182
DAG based HC task
'DAG based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output DAG'
'DAG based HC task' SubClassOf 'hirearchical classification task'
'DAG based HC task' DisjointWith 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000114
http://kt.ijs.si/panovp/OntoDM#OntoDM_000114 SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000235
predictive modelling task
'predictive modelling task' DisjointWith 'clustering task'
'predictive modelling task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'predictive modelling task'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000238
http://kt.ijs.si/panovp/OntoDM#OntoDM_000238 SubClassOf 'description'
http://kt.ijs.si/panovp/OntoDM#OntoDM_585235
LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_941793
feature-based predictive modeling algorithm for primitive output
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' DisjointWith 'structure-based prectictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based primitive output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000237
soft evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'soft evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft evaluation constraint' SubClassOf 'evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000118
generalization quality
'discreteness' DisjointWith 'generalization quality'
'generalization quality' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000239
data selection query
'data selection query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_107836
hirearchical classification model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'hirearchical classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output labeled graph'
'hirearchical classification model' DisjointWith 'multi-label classification model'
'hirearchical classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' SubClassOf 'feature-based predictive model for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_467074
LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000111
http://kt.ijs.si/panovp/OntoDM#OntoDM_000111 SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from generalizations query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958 SubClassOf 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://www.ifomis.org/bfo/1.1/snap#DependentContinuant SubClassOf 'Continuant'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000234
clustering execution
'probability distribution execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf 'generalization execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'clustering algorithm execution'
'clustering execution' SubClassOf 'realizes' some
('clustering ensemble' or 'clustering')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000112
clustering specification
'clustering specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'clustering specification'
'clustering specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'clustering specification' SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000233
full fledged query
'full fledged query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDT#OntoDT_377271
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_549140
LCPN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCPN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_727807
multi-target binary classification dataset
'multi-target binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
'multi-target binary classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246907
tree based HC task with single label paths and partial depth labeling
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
'tree based HC task with single label paths and partial depth labeling' SubClassOf 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000247
descriptive data specification
'descriptive data specification' SubClassOf 'data specification'
'descriptive data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'descriptive specification'
'output data specification' DisjointWith 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_860244
dataset quality
'dataset quality' SubClassOf 'information content entity quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000004
probability distribution ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'probability distribution ensemble' SubClassOf 'is_concretization_of' some 'probability distributions ensemble specification'
'probability distribution ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000016
'probability distribution ensemble' SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000125
integrated_average_squared_error
'integrated_average_squared_error' SubClassOf 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_838789
LCL DAG based HC algorithm for single path prediction
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path prediction' SubClassOf 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000128
feature set specification
'feature set specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature specification'
'feature set specification' SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000249
evaluation constraint
'language constraint' DisjointWith 'evaluation constraint'
'evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'evaluation function specification'
'evaluation constraint' SubClassOf 'primitive constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'realizes' some ('is_concretization_of' some 'generalization selection query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000127
clustering algorithm execution
'clustering algorithm execution' SubClassOf 'has_specified_output' some
('clustering ensemble' or 'clustering')
'clustering algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('clustering algorithm' or 'clustering ensemble algorithm'))
'clustering algorithm execution' SubClassOf 'achieves_planned_objective' some 'clustering task'
'clustering algorithm execution' SubClassOf 'data mining algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000009
probability distribution representation
'probability distribution representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000008
prototype
'prototype' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000001
predictive models ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'predictive models ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' SubClassOf 'is_concretization_of' some 'predictive models ensemble specification'
'predictive models ensemble' SubClassOf 'ensemble of generalizations'
'predictive models ensemble' DisjointWith 'clustering ensemble'
'predictive models ensemble' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000122
combining function
'combining function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000243
example weight
'example weight' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_004843
information content entity role
'information content entity role' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_000000
prediction_error
'prediction_error' SubClassOf 'has_information' some 'cost function'
'prediction_error' SubClassOf 'predictive model evaluation function specification'
'prediction_error' SubClassOf 'has_information' some 'distance function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000121
bag
'bag' SubClassOf 'DM-dataset'
'bag' SubClassOf 'is_specified_output_of' some 'bootstrap sampling process'
http://kt.ijs.si/panovp/OntoDM#OntoDM_057491
DAG based HC task with single label paths
'DAG based HC task with single label paths' SubClassOf 'DAG based HC task'
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_001334
regression algorithm
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression task'
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression model'
'regression algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_565974
multi-target regression dataset
'multi-target regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of real'
'multi-target regression dataset' SubClassOf 'multi-target prediction dataset'
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_849533
labeled dataset with primitive output
'labeled dataset with primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with primitive output' SubClassOf 'labeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_849657
GC DAG based HC algorithm for single path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_U1_858511
evaluation workflow
'evaluation workflow' SubClassOf 'data mining workflow'
'evaluation workflow' SubClassOf 'is_concretization_of' some http://kt.ijs.si/panovp/OntoDM#OntoDM_279507
http://kt.ijs.si/panovp/OntoDM#OntoDM_771971
GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_642324
language of decision trees
'language of decision trees' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'is_concretization_of' some 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000137
constraint specification
'constraint specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000258
background knowledge representation
'background knowledge representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000015
clustering ensemble
'clustering ensemble' DisjointWith 'pattern set ensemble'
'clustering ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf 'is_concretization_of' some 'clusterings ensemble specification'
'clustering ensemble' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
'predictive models ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000017
test set role
'test set role' DisjointWith 'train set role'
'test set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' SubClassOf 'is_realized_by' some 'predictive model execution'
'test set role' SubClassOf 'information content entity role'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000259
pattern discovery evaluation function specification
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'pattern discovery evaluation function specification' SubClassOf 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_319168
LCL DAG based HC algorithm for multiple path prediction
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf 'LCL DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000250
pattern representation
'pattern representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000130
parameter
'parameter' SubClassOf 'information content entity quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000011
distance functions set
'distance functions set' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000132
background knowledge
'background knowledge' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_000253
probability distribution estimation algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
'probability distribution estimation algorithm' SubClassOf 'single generalization algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000014
evaluation function specification
'evaluation function specification' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000256
generalization representation
'generalization representation' SubClassOf 'is_about' some 'generalization'
'generalization representation' SubClassOf 'representation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000134
clustering_algorithm_implementation
'clustering_algorithm_implementation' SubClassOf 'is_realized_by' some 'clustering algorithm execution'
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'is_concretization_of' some 'clustering algorithm'
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000255
cross validation sampling process
'cross validation sampling process' SubClassOf 'dataset sampling'
'cross validation sampling process' SubClassOf 'has_specified_output' some 'fold'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
'cross validation sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_746568
multi-target prediction dataset
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-target prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
'multi-target prediction dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_733255
multi-target classification task
'multi-target classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target classification task' SubClassOf 'multi-target prediction task'
'multi-target regression task' DisjointWith 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000027
output data specification
'output data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'output specification'
'output data specification' SubClassOf 'data specification'
'output data specification' DisjointWith 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000269
train set role
'train set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' DisjointWith 'train set role'
'train set role' SubClassOf 'information content entity role'
'train set role' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_U1_059913
evaluation workflow execution
'evaluation workflow execution' SubClassOf 'realizes' some 'evaluation workflow'
'evaluation workflow execution' SubClassOf 'data mining workflow execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000029
predictive model evaluation function specification
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'predictive model evaluation function specification' SubClassOf 'evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 SubClassOf 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000149
holdout sampling process
'holdout sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
http://kt.ijs.si/panovp/OntoDM#OntoDM_783954
multi-target classification dataset
'multi-target classification dataset' SubClassOf 'multi-target prediction dataset'
'multi-target classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000140
dataset representation
'dataset representation' SubClassOf 'representation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000261
knowledge_discovery_scenario_objective
'knowledge_discovery_scenario_objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_067028
multi-target binary classification model
'multi-target binary classification model' SubClassOf 'multi-target classification model'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
'multi-target binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000260
N fold validation evaluation process
'N fold validation evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000021
complex constraint
'complex constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000142
aggregate function
'aggregate function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'is_concretization_of' some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000144
DM-dataset
'DM-dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data example'
'DM-dataset' SubClassOf 'has_quality' some 'dataset quality'
'DM-dataset' SubClassOf 'has_representation' some 'dataset representation'
'DM-dataset' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
http://kt.ijs.si/panovp/OntoDM#OntoDM_000265
probability_distribution_estimation_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_realized_by' some 'probability distribution estimation algorithm execution'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_concretization_of' some 'probability distribution estimation algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_353154
LCN tree based HC algorithm for single path and mandatory leaf node prediction
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000022
pattern quality
'pattern quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000143
dataset sampling
'dataset sampling' SubClassOf 'information processing'
'dataset sampling' SubClassOf 'achieves_planned_objective' some 'sampling_objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000264
clustering task
'predictive modelling task' DisjointWith 'clustering task'
'clustering task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'clustering task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'clustering task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_528443
LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000145
constraint threshold
'constraint threshold' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000266
selection composition of generalizations query
'selection composition of generalizations query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000309
predictive model execution
'probability distribution execution' DisjointWith 'predictive model execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'predictive model execution'
'predictive model execution' SubClassOf 'realizes' some
('predictive models ensemble' or 'predictive model')
'predictive model execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'predictive modelling algorithm execution'
'predictive model execution' SubClassOf 'generalization execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_871327
predictive modeling algorithm for structured output
'predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for structured output'
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_942569
structure-based predictive model for primitive output
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'structure-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
'structure-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://www.ifomis.org/bfo/1.1/snap#Quality
http://www.ifomis.org/bfo/1.1/snap#Quality SubClassOf http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf 'labeled dataset with structured output'
http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant SubClassOf http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_817888
data mining workflow
'data mining workflow' SubClassOf 'is_concretization_of' some 'data mining scenario'
'data mining workflow' SubClassOf 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_519526
GC tree based HC algorithm for single path and mandatory leaf node prediction
'GC tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000316
clustering
'clustering' SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'clustering'
'clustering' SubClassOf 'is_concretization_of' some 'clustering specification'
'clustering' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
'predictive model' DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_205203
feature-based primitive output prediction task
'feature-based primitive output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'feature-based primitive output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_997152
generalization processing algorithm
'generalization processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_611937
GC tree based HC algorithm for single path and non-mandatory leaf node prediction
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_369100
multi-class decision tree
'multi-class decision tree' SubClassOf 'multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_368254
time series prediction model
'time series prediction model' SubClassOf 'feature-based predictive model for structured output'
'multi-target prediction model' DisjointWith 'time series prediction model'
'time series prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'time series prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_373964
tree based HC task with multiple label paths and full depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and full depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000207
discrete
'discrete' SubClassOf 'discreteness'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000209
data transformation with generalization query
'data transformation with generalization query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_730046
LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000201
not_discrete
'not_discrete' SubClassOf 'discreteness'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000200
prototype function
'prototype function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature set specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_521859
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_279507
http://kt.ijs.si/panovp/OntoDM#OntoDM_279507 SubClassOf 'data mining scenario'
http://kt.ijs.si/panovp/OntoDM#OntoDM_831808
feature-based predictive modeling algorithm for structured output
'feature-based predictive modeling algorithm for structured output ' DisjointWith 'structure-based predictive modeling algorithm for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf 'predictive modeling algorithm for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_495960
multi-target classification model
'multi-target classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target classification model' SubClassOf 'multi-target prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_815320
multi-target multi-class classification task
'multi-target multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification task' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_470460
LPCN tree based HC algorithm for single path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path prediction' SubClassOf 'LCPN tree based HC algorithm'
'LPCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000214
draft
'draft' SubClassOf 'status'
http://kt.ijs.si/panovp/OntoDM#OntoDM_481568
multi-target multi-class classification model
'multi-target multi-class classification model' SubClassOf 'multi-target classification model'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000219
clustering evaluation function specification
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'clustering evaluation function specification' SubClassOf 'evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_474912
LCL tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000212
language constraint
'language constraint' SubClassOf 'primitive constraint'
'language constraint' DisjointWith 'evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000333
itemized list
'itemized list' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://kt.ijs.si/panovp/OntoDM#OntoDM_757640
multi-target multi-class classification algorithm
'multi-target multi-class classification algorithm' SubClassOf 'multi-target classification algorithm'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification model'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification task'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_099826
predictive models ensemble specification
'predictive models ensemble specification' SubClassOf 'ensemble specification'
'predictive models ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_721008
Random Forest
'Random Subspaces' DisjointWith 'Random Forest'
'Bagging' DisjointWith 'Random Forest'
'Random Forest' DisjointWith 'Boosting'
'Random Forest' SubClassOf 'predictive modelling ensemble algorithm'
'Random Forest' DisjointWith 'Stacking'
http://kt.ijs.si/panovp/OntoDM#OntoDM_104594
LCN DAG based HC algorithm for single path prediction
'LCN DAG based HC algorithm for single path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_944653
data mining software
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000096
'data mining software ' SubClassOf 'is_manufactured_by' some http://purl.obolibrary.org/obo/OBI_0000245
'data mining software ' SubClassOf http://purl.obolibrary.org/obo/IAO_0000010
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000025
'data mining software ' SubClassOf 'is_about' some 'data mining algorithm implementation'
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000129
http://kt.ijs.si/panovp/OntoDM#OntoDM_000103
hard language cost function constraint
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'hard language cost function constraint' SubClassOf 'language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000224
generalization selection query
'generalization selection query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000106
scoring function
'scoring function' SubClassOf 'mathematical function specification'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'language cost function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000105
distance
'distance' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000229
data mining algorithm implementation
'data mining algorithm implementation' SubClassOf 'algorithm implementation'
'data mining algorithm implementation' SubClassOf 'is_concretization_of' some 'data mining algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000107
penalty function
'penalty function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000228
predictive model specification
'predictive model specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'predictive model specification' SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000109
sampling_objective
'sampling_objective' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_860584
pattern discovery ensemble algorithm
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern set ensemble specification'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'pattern discovery ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000100
discreteness
'discreteness' DisjointWith 'generalization quality'
'discreteness' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_892395
data example
'data example' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_913132
multi-class classification task
'multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'binary classification task' DisjointWith 'multi-class classification task'
'multi-class classification task' SubClassOf 'flat classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000102
probability distribution execution
'probability distribution execution' DisjointWith 'predictive model execution'
'probability distribution execution' DisjointWith 'clustering execution'
'probability distribution execution' DisjointWith 'pattern set execution'
'probability distribution execution' SubClassOf 'realizes' some
('probability distribution ensemble' or http://kt.ijs.si/panovp/OntoDM#OntoDM_000016)
'probability distribution execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'probability distribution estimation algorithm execution'
'probability distribution execution' SubClassOf 'generalization execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000223
clustering representation
'clustering representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000101
soft language cost function constraint
'soft language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'soft language cost function constraint' SubClassOf 'language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000343
generalization
'generalization' SubClassOf http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
'generalization' SubClassOf 'is_specified_output_of' some 'data mining algorithm execution'
'generalization' SubClassOf 'is_concretization_of' some 'generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_900172
GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000070
evaluation datum
'evaluation datum' SubClassOf 'is_specified_output_of' some 'generalization evaluation'
'evaluation datum' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_000191
database
'database' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000072
clustering algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'clustering algorithm' SubClassOf 'single generalization algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_636747
multi-class classification dataset
'multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'multi-class classification dataset' SubClassOf 'flat classification dataset'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000071
representation
'representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDM#OntoDM_000192
pattern discovery algorithm
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
'pattern discovery algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_818411
GC DAG based HC algorithm for single path and mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_232231
LCPN DAG based HC algorithm for multiple path prediction
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_879928
unlabeled dataset
'labeled dataset' DisjointWith 'unlabeled dataset'
'unlabeled dataset' SubClassOf 'dataset specification'
http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
http://www.ifomis.org/bfo/1.1/snap#RealizableEntity SubClassOf http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://purl.obolibrary.org/obo/IAO_0000098
http://purl.obolibrary.org/obo/IAO_0000098 SubClassOf 'directive information entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_300937
GC tree based HC algorithm for single path prediction
'GC tree based HC algorithm for single path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000195
training set evaluation process
'training set evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000076
single generalization
'single generalization' SubClassOf 'generalization'
'single generalization' SubClassOf 'is_concretization_of' some 'single generalization specification'
'ensemble of generalizations' DisjointWith 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000197
data creation query
'data creation query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'realizes' some ('is_concretization_of' some 'selection composition of generalizations query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000196
algorithm_component_specification
'algorithm_component_specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_583334
multi-target regression model
'multi-target regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of real'
'multi-target regression model' SubClassOf 'multi-target prediction model'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'clustering specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000199
cost function
'cost function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_730934
evaluation algorithm
'evaluation algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_000081
mean_squared_error
'mean_squared_error' SubClassOf 'prediction_error'
http://kt.ijs.si/panovp/OntoDM#OntoDM_559103
tree based HC task with single label paths
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
'tree based HC task with single label paths' SubClassOf 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000085
predictive_modeling_algorithm_implementation
'predictive_modeling_algorithm_implementation' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
'predictive_modeling_algorithm_implementation' SubClassOf 'is_concretization_of' some 'predictive modeling algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'predictive_modeling_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000084
generalization evaluation
'generalization evaluation' SubClassOf http://purl.obolibrary.org/obo/OBI_0302911
http://kt.ijs.si/panovp/OntoDM#OntoDM_000087
probability distribution estimation task
'probability distribution estimation task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'probability distribution estimation task' SubClassOf 'data mining task'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
'probability distribution estimation task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000089
language cost function constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'language cost function constraint' SubClassOf 'language constraint'
'language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'language cost function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_139258
multi-label decision tree
'multi-label decision tree' SubClassOf 'multi-label classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_281640
DAG based HC task with single label paths and partial depth labeling
'DAG based HC task with single label paths and partial depth labeling' SubClassOf 'DAG based HC task with single label paths'
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000092
pattern discovery task
'pattern discovery task' DisjointWith 'predictive modelling task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
'pattern discovery task' SubClassOf 'data mining task'
'pattern discovery task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613600
clustering evaluation
'clustering evaluation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_139240
scenario title
'scenario title' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://www.ifomis.org/bfo/1.1/snap#GenericallyDependentContinuant
http://www.ifomis.org/bfo/1.1/snap#GenericallyDependentContinuant SubClassOf http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_458784
output tree
'output tree' SubClassOf 'output labeled graph'
'output DAG' DisjointWith 'output tree'
'output tree' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_245924
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'realizes' some ('is_concretization_of' some 'data creation query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_280661
regression tree
'regression tree' SubClassOf 'regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'realizes' some ('is_concretization_of' some 'data transformation with generalization query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000098
data mining task
'data mining task' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000099
query specification
'query specification' SubClassOf 'protocol'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247510
output set of primitives
'output set of primitives' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDT#OntoDT_814373
'output set of primitives' SubClassOf 'output structured data specification'
'output set of primitives' DisjointWith 'output tuple of primitives'
'output set of primitives' DisjointWith 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_895197
output set of discrete
'output set of reals' DisjointWith 'output set of discrete'
'output set of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_377271
'output set of discrete' SubClassOf 'output set of primitives'
http://kt.ijs.si/panovp/OntoDM#OntoDM_081165
LCN tree based HC algorithm for multiple path prediction
'LCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCN tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_562975
train set evaluation algorithm
'train set evaluation algorithm' SubClassOf 'evaluation algorithm'
'train set evaluation algorithm' SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_730934
http://kt.ijs.si/panovp/OntoDM#OntoDM_330210
specification entity
'specification entity' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://purl.obolibrary.org/obo/OBI_0600008
acquisition
'acquisition' SubClassOf http://purl.obolibrary.org/obo/OBI_0000011
http://kt.ijs.si/panovp/OntoDM#OntoDM_376810
LPCN tree based HC algorithm for single path and mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
http://purl.obolibrary.org/obo/IAO_0000065
'data mining algorithm' DisjointWith http://purl.obolibrary.org/obo/IAO_0000065
http://purl.obolibrary.org/obo/IAO_0000065 DisjointWith http://www.ontodm.com/OntoDM-core/OntoDM_000038
http://kt.ijs.si/panovp/OntoDM#OntoDM_374511
time-series prediction decision tree
'time-series prediction decision tree' SubClassOf 'time series prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_352467
output tuple of discrete
'output real' DisjointWith 'output tuple of discrete'
'output tuple of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_608148
'output tuple of discrete' SubClassOf 'output tuple of primitives'
'output tuple of boolean' DisjointWith 'output tuple of discrete'
http://kt.ijs.si/panovp/OntoDM#OntoDM_548678
data mining task description
'data mining task description' SubClassOf 'description'
'data mining task description' SubClassOf 'is_about' some 'data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808 SubClassOf 'labeled dataset with structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000270
primitive constraint
'primitive constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_507935
hierarchical classification algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification model'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification task'
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'hierarchical classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
http://kt.ijs.si/panovp/OntoDM#OntoDM_577929
predictive model for structured output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for structured output' SubClassOf 'predictive model specification'
'predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_757135
information processing objective
'information processing objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_478450
workflow
'workflow' SubClassOf 'plan'
'workflow' SubClassOf 'is_concretization_of' some 'scenario'
'algorithm implementation' DisjointWith 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000038
data mining algorithm
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization specification'
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
'data mining algorithm' DisjointWith http://purl.obolibrary.org/obo/IAO_0000065
'data mining algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000037
ensemble specification
'ensemble specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
'ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
http://www.ifomis.org/bfo/1.1/snap#MaterialEntity
http://www.ifomis.org/bfo/1.1/snap#MaterialEntity SubClassOf http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_341564
output tuple of primitives
'output tuple of primitives' DisjointWith 'output sequence'
'output tuple of primitives' SubClassOf 'output structured data specification'
'output tuple of primitives' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_018988
'output set of primitives' DisjointWith 'output tuple of primitives'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000271
probability distribution evaluation function specification
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'probability distribution evaluation function specification' SubClassOf 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_506961
multi-target regression task
'multi-target regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'multi-target regression task' SubClassOf 'multi-target prediction task'
'multi-target regression task' DisjointWith 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_174112
LPCN tree based HC algorithm for multiple path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCPN tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000031
dataset specification
'dataset specification' SubClassOf 'specification entity'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000098
'dataset specification' SubClassOf 'is_about' some 'DM-dataset'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000273
generalizations and data from generalizations query
'generalizations and data from generalizations query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_622428
tree based HC task with single label paths and full depth labeling
'tree based HC task with single label paths and full depth labeling' SubClassOf 'tree based HC task with single label paths'
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000034
generalization specification
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
'generalization specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000155
frequency
'frequency' SubClassOf 'pattern discovery evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000276
hard evaluation constraint
'hard evaluation constraint' SubClassOf 'evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000033
data mining algorithm execution
'data mining algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some 'data mining algorithm')
'data mining algorithm execution' SubClassOf 'has_specified_output' some 'generalization'
'data mining algorithm execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'data mining algorithm execution' SubClassOf 'realizes' some 'data mining operator'
'data mining algorithm execution' SubClassOf 'achieves_planned_objective' some 'data mining task'
'data mining algorithm execution' SubClassOf 'algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000036
predictive model
'predictive model' SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'predictive model'
'predictive model' SubClassOf 'is_concretization_of' some 'predictive model specification'
'predictive model' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
'predictive model' DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_372340
DAG based HC task with multiple label paths
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths' SubClassOf 'DAG based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_063973
DAG-based hierarchical classification dataset
'DAG-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output DAG'
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
'DAG-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_387728
flat classification task
'flat classification task' SubClassOf 'feature-based primitive output prediction task'
'flat classification task' DisjointWith 'regression task'
'flat classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000160
predictive modeling algorithm
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'predictive modeling algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_354620
feature-based structured output prediction task
'feature-based structured output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
'feature-based structured output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613950
language of graphical models
'language of graphical models' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000280
predictive model representation
'predictive model representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_165764
feature-based predictive model for structured output
'feature-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'feature-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_108452
GC DAG based HC algorithm for multiple path and mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'realizes' some ('is_concretization_of' some 'inductive query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000048
generalization interpreter specification
'generalization interpreter specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
http://kt.ijs.si/panovp/OntoDM#OntoDM_279492
output DAG
'output DAG' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_645869
'output DAG' DisjointWith 'output tree'
'output DAG' SubClassOf 'output labeled graph'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000041
bootstrap sampling process
'bootstrap sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'bootstrap sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' SubClassOf 'has_specified_output' some 'bag'
http://kt.ijs.si/panovp/OntoDM#OntoDM_674255
multi-target regression algorithm
'multi-target regression algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression model'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000282
predictive model evaluation
'predictive model evaluation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000043
subsumtion based laguage constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'subsumtion based laguage constraint' SubClassOf 'language constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000285
probability distribution specification
'clustering specification' DisjointWith 'probability distribution specification'
'probability distribution specification' SubClassOf 'single generalization specification'
'predictive model specification' DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from data query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000287
pattern discovery algorithm execution
'pattern discovery algorithm execution' SubClassOf 'has_specified_output' some
(http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 or 'pattern set ensemble')
'pattern discovery algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('pattern discovery algorithm' or 'pattern discovery ensemble algorithm'))
'pattern discovery algorithm execution' SubClassOf 'data mining algorithm execution'
'pattern discovery algorithm execution' SubClassOf 'achieves_planned_objective' some 'pattern discovery task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_843647
output sequence of reals
'output sequence of discrete' DisjointWith 'output sequence of reals'
'output sequence of reals' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_974622
'output sequence of reals' SubClassOf 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000044
public available resource
'public available resource' SubClassOf 'status'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047 SubClassOf 'achieves_planned_objective' some 'constraint based data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047 SubClassOf 'information processing'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000168
data specification
'data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'mapping specification'
'data specification' SubClassOf 'specification entity'
'data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_487147
http://kt.ijs.si/panovp/OntoDM#OntoDM_153542
output set of reals
'output set of reals' SubClassOf 'output set of primitives'
'output set of reals' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_878284
'output set of reals' DisjointWith 'output set of discrete'
http://kt.ijs.si/panovp/OntoDM#OntoDM_530819
ensemble algorithm
'ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'ensemble specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'ensemble algorithm' SubClassOf 'data mining algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000167
pattern set execution
'pattern set execution' SubClassOf 'realizes' some
(http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 or 'pattern set ensemble')
'pattern set execution' SubClassOf 'generalization execution'
'pattern set execution' DisjointWith 'clustering execution'
'probability distribution execution' DisjointWith 'pattern set execution'
'pattern set execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'pattern discovery algorithm execution'
'pattern set execution' DisjointWith 'predictive model execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000288
pattern_discovery_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_realized_by' some 'pattern discovery algorithm execution'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_concretization_of' some 'pattern discovery algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659 SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization interpreter specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000290 SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
http://kt.ijs.si/panovp/OntoDM#OntoDM_000050
ensemble of generalizations
'ensemble of generalizations' SubClassOf 'is_concretization_of' some 'ensemble specification'
'ensemble of generalizations' SubClassOf 'generalization'
'ensemble of generalizations' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization'
'ensemble of generalizations' DisjointWith 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000170
optimization language cost function constraint
'optimization language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
'optimization language cost function constraint' SubClassOf 'language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000291
refinement operator
'refinement operator' SubClassOf 'mathematical function specification'
http://purl.obolibrary.org/obo/OBI_0302911
http://purl.obolibrary.org/obo/OBI_0302911 SubClassOf http://purl.obolibrary.org/obo/OBI_0000011
http://kt.ijs.si/panovp/OntoDM#OntoDM_689658
multi-target multi-class decison tree
'multi-target multi-class decison tree' SubClassOf 'multi-target multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000059
status
'status' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDM#OntoDM_071450
LCL DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000052
mathematical function specification
'mathematical function specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000173
language cost function
'language cost function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000294
probability_distribution_scoring_function
'probability_distribution_scoring_function' SubClassOf 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000051
predictive model quality
'predictive model quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000172
inductive query
'inductive query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000293
intra_cluster_variance
'intra_cluster_variance' SubClassOf 'clustering evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000175
predictive modelling algorithm execution
'predictive modelling algorithm execution' SubClassOf 'data mining algorithm execution'
'predictive modelling algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('predictive modeling algorithm' or 'predictive modelling ensemble algorithm'))
'predictive modelling algorithm execution' SubClassOf 'has_specified_output' some
('predictive models ensemble' or 'predictive model')
'predictive modelling algorithm execution' SubClassOf 'achieves_planned_objective' some 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000053
fold
'fold' SubClassOf 'is_specified_output_of' some 'cross validation sampling process'
'fold' SubClassOf 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_221045
LCPN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000298
feature specification
'feature specification' SubClassOf 'specification entity'
'feature specification' SubClassOf 'has_description' only http://www.w3.org/2001/XMLSchema#string
'feature specification' SubClassOf 'has_name' only http://www.w3.org/2001/XMLSchema#string
http://kt.ijs.si/panovp/OntoDM#OntoDM_000297
generalization execution
'generalization execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'generalization execution' SubClassOf 'realizes' some 'generalization'
'generalization execution' SubClassOf 'information processing'
'generalization execution' SubClassOf 'has_specified_output' some 'DM-dataset'
'generalization execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'data mining algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000179
pattern set ensemble
'pattern set ensemble' SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
'clustering ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'pattern set ensemble' SubClassOf 'ensemble of generalizations'
'pattern set ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
'pattern set ensemble' SubClassOf 'is_concretization_of' some 'pattern set ensemble specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000178
distance function
'distance function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'realizes' some ('is_concretization_of' some 'data selection query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_039503
binary classification model
'binary classification model' DisjointWith 'regression model'
'binary classification model' DisjointWith 'multi-class classification model'
'binary classification model' SubClassOf 'classification model'
'binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'realizes' some ('is_concretization_of' some 'full fledged query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_input' some 'DM-dataset'
http://purl.obofoundry.org/obo/OBI_0000260
plan
'plan' SubClassOf http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
'plan' SubClassOf http://purl.obolibrary.org/obo/BFO_0000017
http://kt.ijs.si/panovp/OntoDM#OntoDM_000063
probability distribution quality
'probability distribution quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000185
separate test set evaluation process
'separate test set evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000069
optimization evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'optimization evaluation constraint' SubClassOf 'evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'
http://www.ontodm.com/OntoDM-core/OntoDM_000063
probability distribution quality
'probability distribution quality' SubClassOf 'generalization quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000185
separate test set evaluation process
'separate test set evaluation process' SubClassOf 'evaluation algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_281640
DAG based HC task with single label paths and partial depth labeling
'DAG based HC task with single label paths and partial depth labeling' SubClassOf 'DAG based HC task with single label paths'
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_139258
multi-label decision tree
'multi-label decision tree' SubClassOf 'multi-label classification model'
http://ontodm.com/OntoDT#OntoDT_608148
http://www.ontodm.com/OntoDM-core/OntoDM_000069
optimization evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' SubClassOf 'evaluation constraint'
'optimization evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'
http://www.ontodm.com/OntoDM-core/OntoDM_541005
multi-label classification dataset
'multi-label classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:set of discrete'
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-label classification dataset' SubClassOf 'feature-based labeled dataset with structured output'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000070
evaluation datum
'evaluation datum' SubClassOf 'is_specified_output_of' some 'generalization evaluation'
'evaluation datum' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://www.ontodm.com/OntoDM-core/OntoDM_000191
database
'database' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000071
representation
'representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://www.ontodm.com/OntoDM-core/OntoDM_000192
pattern discovery algorithm
'pattern discovery algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://www.ontodm.com/OntoDM-core/OntoDM_000078
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000072
clustering algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'clustering algorithm' SubClassOf 'single generalization algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_462575
time-series predictive modelling algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time-series prediction task'
'time-series predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time series prediction model'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_818411
GC DAG based HC algorithm for single path and mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_692551
LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_944653
data mining software
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000096
'data mining software ' SubClassOf 'is_manufactured_by' some http://purl.obolibrary.org/obo/OBI_0000245
'data mining software ' SubClassOf http://purl.obolibrary.org/obo/IAO_0000010
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000025
'data mining software ' SubClassOf 'is_about' some 'data mining algorithm implementation'
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000129
http://www.ontodm.com/OntoDM-core/OntoDM_099826
predictive models ensemble specification
'predictive models ensemble specification' SubClassOf 'ensemble specification'
'predictive models ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000052
mathematical function specification
'mathematical function specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://www.ontodm.com/OntoDM-core/OntoDM_000173
language cost function
'language cost function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000294
probability_distribution_scoring_function
'probability_distribution_scoring_function' SubClassOf 'probability distribution evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_001021
set output specification output specification
'set output specification output specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_814373
'set output specification output specification' SubClassOf 'structure-based output data specification'
DisjointClasses: 'tuple output specification', 'set output specification output specification', 'output:sequence', 'labeled graph output specification'
http://ontodm.com/OntoDT#OntoDT_521859
http://www.ontodm.com/OntoDM-core/OntoDM_000053
fold
'fold' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
'fold' SubClassOf 'is_specified_output_of' some 'cross validation sampling process'
http://www.ontodm.com/OntoDM-core/OntoDM_001020
tuple of booleanORdiscrete output specification
'tuple of booleanORdiscrete output specification' SubClassOf 'output:tuple of primitives'
'tuple of booleanORdiscrete output specification' DisjointWith 'output:tuple of real'
http://www.ontodm.com/OntoDM-core/OntoDM_000175
predictive modelling algorithm execution
'predictive modelling algorithm execution' SubClassOf 'data mining algorithm execution'
'predictive modelling algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('predictive modeling algorithm' or 'predictive modelling ensemble algorithm'))
'predictive modelling algorithm execution' SubClassOf 'has_specified_output' some
('predictive models ensemble' or 'predictive model')
'predictive modelling algorithm execution' SubClassOf 'achieves_planned_objective' some 'predictive modelling task'
http://www.ontodm.com/OntoDM-core/OntoDM_000297
generalization execution
'generalization execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'generalization execution' SubClassOf 'realizes' some 'generalization'
'generalization execution' SubClassOf 'information processing'
'generalization execution' SubClassOf 'has_specified_output' some 'DM-dataset'
'generalization execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'data mining algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_001022
booleanORdiscrete output data specification
'booleanORdiscrete output data specification' SubClassOf 'primitive-based output data specification'
'booleanORdiscrete output data specification' DisjointWith 'output:real'
http://www.ontodm.com/OntoDM-core/OntoDM_000298
feature specification
'feature specification' SubClassOf 'specification entity'
'feature specification' SubClassOf 'has_description' only http://www.w3.org/2001/XMLSchema#string
'feature specification' SubClassOf 'has_name' only http://www.w3.org/2001/XMLSchema#string
http://www.ontodm.com/OntoDM-core/OntoDM_000178
distance function
'distance function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000299
http://www.ontodm.com/OntoDM-core/OntoDM_000299 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000299 SubClassOf 'realizes' some ('is_concretization_of' some 'data selection query')
http://www.ontodm.com/OntoDM-core/OntoDM_000299 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000299 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_730934
evaluation algorithm
'evaluation algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://www.ontodm.com/OntoDM-core/OntoDM_000179
pattern set ensemble
'pattern set ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://www.ontodm.com/OntoDM-core/OntoDM_000020
'pattern set ensemble' SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
'clustering ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'pattern set ensemble' SubClassOf 'ensemble of generalizations'
'pattern set ensemble' SubClassOf 'is_concretization_of' some 'pattern set ensemble specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000059
status
'status' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://www.ontodm.com/OntoDM-core/OntoDM_208012
time-series prediction task
'time-series prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:sequence of reals'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'time-series prediction task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_613600
clustering evaluation
'clustering evaluation' SubClassOf 'generalization evaluation'
http://www.ontodm.com/OntoDM-core/OntoDM_000182
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf 'realizes' some ('is_concretization_of' some 'full fledged query')
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000182 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_636747
multi-class classification dataset
'multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:discrete'
'multi-class classification dataset' SubClassOf 'flat classification dataset'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000049
http://www.ontodm.com/OntoDM-core/OntoDM_000049 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000049 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000049 SubClassOf 'realizes' some ('is_concretization_of' some 'inductive query')
http://www.ontodm.com/OntoDM-core/OntoDM_000049 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_368254
time series prediction model
'time series prediction model' SubClassOf 'feature-based predictive model for structured output'
'time series prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:sequence of reals'
'multi-target prediction model' DisjointWith 'time series prediction model'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'time series prediction model'
http://www.ontodm.com/OntoDM-core/OntoDM_373964
tree based HC task with multiple label paths and full depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and full depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_369100
multi-class decision tree
'multi-class decision tree' SubClassOf 'multi-class classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_153542
output:set of reals
'output:set of reals' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_878284
'output:set of reals' SubClassOf 'output:set of primitives'
'output:set of reals' DisjointWith 'output:set of discrete'
http://www.ontodm.com/OntoDM-core/OntoDM_001019
tuple output specification
'tuple output specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_950419
DisjointClasses: 'tuple output specification', 'set output specification output specification', 'output:sequence', 'labeled graph output specification'
'tuple output specification' SubClassOf 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000041
bootstrap sampling process
'bootstrap sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'bootstrap sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' SubClassOf 'has_specified_output' some 'bag'
http://www.ontodm.com/OntoDM-core/OntoDM_000042
http://www.ontodm.com/OntoDM-core/OntoDM_000042 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from data query')
http://www.ontodm.com/OntoDM-core/OntoDM_000042 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000042 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000042 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000042 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_714659
generalization language specification
'generalization language specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization interpreter specification'
'generalization language specification' SubClassOf 'specification entity'
http://www.ontodm.com/OntoDM-core/OntoDM_000043
subsumtion based laguage constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'subsumtion based laguage constraint' SubClassOf 'language constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000285
probability distribution specification
'clustering specification' DisjointWith 'probability distribution specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'probability distribution specification'
'probability distribution specification' SubClassOf 'single generalization specification'
'predictive model specification' DisjointWith 'probability distribution specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000044
public available resource
'public available resource' SubClassOf 'status'
http://www.ontodm.com/OntoDM-core/OntoDM_000287
pattern discovery algorithm execution
'pattern discovery algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('pattern discovery algorithm' or 'pattern discovery ensemble algorithm'))
'pattern discovery algorithm execution' SubClassOf 'data mining algorithm execution'
'pattern discovery algorithm execution' SubClassOf 'has_specified_output' some
(http://www.ontodm.com/OntoDM-core/OntoDM_000020 or 'pattern set ensemble')
'pattern discovery algorithm execution' SubClassOf 'achieves_planned_objective' some 'pattern discovery task'
http://www.ontodm.com/OntoDM-core/OntoDM_000167
pattern set execution
'pattern set execution' SubClassOf 'generalization execution'
'pattern set execution' DisjointWith 'clustering execution'
'pattern set execution' SubClassOf 'realizes' some
(http://www.ontodm.com/OntoDM-core/OntoDM_000020 or 'pattern set ensemble')
'probability distribution execution' DisjointWith 'pattern set execution'
'pattern set execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'pattern discovery algorithm execution'
'pattern set execution' DisjointWith 'predictive model execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000288
pattern_discovery_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_realized_by' some 'pattern discovery algorithm execution'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_concretization_of' some 'pattern discovery algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_000047
http://www.ontodm.com/OntoDM-core/OntoDM_000047 SubClassOf 'information processing'
http://www.ontodm.com/OntoDM-core/OntoDM_000047 SubClassOf 'achieves_planned_objective' some 'constraint based data mining task'
http://www.ontodm.com/OntoDM-core/OntoDM_000168
data specification
'data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'mapping specification'
'data specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_487147
'data specification' SubClassOf 'specification entity'
http://www.ontodm.com/OntoDM-core/OntoDM_895197
output:set of discrete
'output:set of discrete' SubClassOf 'output:set of primitives'
'output:set of reals' DisjointWith 'output:set of discrete'
'output:set of discrete' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_377271
http://www.ontodm.com/OntoDM-core/OntoDM_000048
generalization interpreter specification
'generalization interpreter specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
http://www.ontodm.com/OntoDM-core/OntoDM_379153
feature-based descriptive data specification
'feature-based descriptive data specification' SubClassOf 'descriptive data specification'
'feature-based descriptive data specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_521859
'structure-based descriptive data specification' DisjointWith 'feature-based descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_139240
scenario title
'scenario title' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://www.ontodm.com/OntoDM-core/OntoDM_081165
LCN tree based HC algorithm for multiple path prediction
'LCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCN tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000290 SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
http://www.ontodm.com/OntoDM-core/OntoDM_000170
optimization language cost function constraint
'optimization language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
'optimization language cost function constraint' SubClassOf 'language cost function constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000291
refinement operator
'refinement operator' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000050
ensemble of generalizations
'ensemble of generalizations' SubClassOf 'is_concretization_of' some 'ensemble specification'
'ensemble of generalizations' SubClassOf 'generalization'
'ensemble of generalizations' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization'
'ensemble of generalizations' DisjointWith 'single generalization'
http://ontodm.com/OntoDT#OntoDT_814373
http://www.ontodm.com/OntoDM-core/OntoDM_000051
predictive model quality
'predictive model quality' SubClassOf 'generalization quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000172
inductive query
'inductive query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000293
intra_cluster_variance
'intra_cluster_variance' SubClassOf 'clustering evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_165764
feature-based predictive model for structured output
'feature-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'feature-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000038
data mining algorithm
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization specification'
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
'data mining algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://purl.obolibrary.org/obo/IAO_0000065 DisjointWith 'data mining algorithm'
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
http://www.ontodm.com/OntoDM-core/OntoDM_694510
GC tree based HC algorithm for multiple path prediction
'GC tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'GC tree based HC algorithm for multiple path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_328701
LCN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000031
dataset specification
'dataset specification' SubClassOf 'specification entity'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000098
'dataset specification' SubClassOf 'is_about' some 'DM-dataset'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000273
generalizations and data from generalizations query
'generalizations and data from generalizations query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_280661
regression tree
'regression tree' SubClassOf 'regression model'
http://www.ontodm.com/OntoDM-core/OntoDM_000033
data mining algorithm execution
'data mining algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some 'data mining algorithm')
'data mining algorithm execution' SubClassOf 'has_specified_output' some 'generalization'
'data mining algorithm execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'data mining algorithm execution' SubClassOf 'realizes' some 'data mining operator'
'data mining algorithm execution' SubClassOf 'achieves_planned_objective' some 'data mining task'
'data mining algorithm execution' SubClassOf 'algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000034
generalization specification
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization language specification'
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
'generalization specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://www.ontodm.com/OntoDM-core/OntoDM_000155
frequency
'frequency' SubClassOf 'pattern discovery evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000276
hard evaluation constraint
'hard evaluation constraint' SubClassOf 'evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000036
predictive model
'predictive model' SubClassOf 'single generalization'
http://www.ontodm.com/OntoDM-core/OntoDM_000020 DisjointWith 'predictive model'
'predictive model' SubClassOf 'is_concretization_of' some 'predictive model specification'
'predictive model' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith 'predictive model'
'predictive model' DisjointWith 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_540049
LC tree based HC algorithm
'LC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000037
ensemble specification
'ensemble specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
'ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
http://www.ontodm.com/OntoDM-core/OntoDM_247510
output:set of primitives
'output:set of primitives' SubClassOf 'set output specification output specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000280
predictive model representation
'predictive model representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000160
predictive modeling algorithm
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'predictive modeling algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000282
predictive model evaluation
'predictive model evaluation' SubClassOf 'generalization evaluation'
http://www.ontodm.com/OntoDM-core/OntoDM_942569
structure-based predictive model for primitive output
'structure-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based descriptive data specification'
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'structure-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
http://www.ontodm.com/OntoDM-core/OntoDM_666475
feature-based labeled dataset with structured output
'feature-based labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
'feature-based labeled dataset with structured output' SubClassOf 'labeled dataset with structured output'
'feature-based labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_843647
output:sequence of reals
'output:sequence of reals' SubClassOf 'output:sequence'
'output:sequence of reals' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_974622
'output:sequence of discrete' DisjointWith 'output:sequence of reals'
http://ontodm.com/OntoDT#OntoDT_018988
http://www.ontodm.com/OntoDM-core/OntoDM_535716
probability distributions ensemble specification
'probability distributions ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
'probability distributions ensemble specification' SubClassOf 'ensemble specification'
http://www.ontodm.com/OntoDM-core/OntoDM_757135
information processing objective
'information processing objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://www.ontodm.com/OntoDM-core/OntoDM_295724
structure-based predictive modeling algorithm for structured output
'structure-based predictive modeling algorithm for structured output' DisjointWith 'feature-based predictive modeling algorithm for structured output '
'structure-based predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based structured output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_622428
tree based HC task with single label paths and full depth labeling
'tree based HC task with single label paths and full depth labeling' SubClassOf 'tree based HC task with single label paths'
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_174112
LPCN tree based HC algorithm for multiple path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCPN tree based HC algorithm'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_000096
http://www.ontodm.com/OntoDM-core/OntoDM_000096 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000096 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000096 SubClassOf 'realizes' some ('is_concretization_of' some 'data creation query')
http://www.ontodm.com/OntoDM-core/OntoDM_000096 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000098
data mining task
'data mining task' SubClassOf 'information processing objective'
http://www.ontodm.com/OntoDM-core/OntoDM_000099
query specification
'query specification' SubClassOf 'protocol'
http://www.ontodm.com/OntoDM-core/OntoDM_311225
DAG based HC algorithm
'DAG based HC algorithm' SubClassOf 'hierarchical classification algorithm'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'DAG based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task'
http://purl.obolibrary.org/obo/BFO_0000040
http://purl.obolibrary.org/obo/BFO_0000040 SubClassOf http://purl.obolibrary.org/obo/BFO_0000004
http://www.ontodm.com/OntoDM-core/OntoDM_918795
probability distribution evaliuation
'probability distribution evaliuation' SubClassOf 'generalization evaluation'
http://www.ontodm.com/OntoDM-core/OntoDM_000085
predictive_modeling_algorithm_implementation
'predictive_modeling_algorithm_implementation' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
'predictive_modeling_algorithm_implementation' SubClassOf 'is_concretization_of' some 'predictive modeling algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'predictive_modeling_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_000087
probability distribution estimation task
'probability distribution estimation task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'probability distribution estimation task' SubClassOf 'data mining task'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
'probability distribution estimation task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
http://www.ontodm.com/OntoDM-core/OntoDM_000089
language cost function constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'language cost function constraint' SubClassOf 'language constraint'
'language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'language cost function'
http://www.ontodm.com/OntoDM-core/OntoDM_452759
Bagging
'Bagging' DisjointWith 'Stacking'
'Bagging' DisjointWith 'Random Forest'
'Bagging' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Bagging'
'Bagging' DisjointWith 'Boosting'
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
http://www.ontodm.com/OntoDM-core/OntoDM_0000045
SubBag
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
'SubBag' SubClassOf 'predictive modelling ensemble algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_039503
binary classification model
'binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:boolean'
'binary classification model' DisjointWith 'regression model'
'binary classification model' DisjointWith 'multi-class classification model'
'binary classification model' SubClassOf 'classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_000092
pattern discovery task
'pattern discovery task' DisjointWith 'predictive modelling task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
'pattern discovery task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'pattern discovery task' SubClassOf 'data mining task'
http://www.ontodm.com/OntoDM-core/OntoDM_063973
DAG-based hierarchical classification dataset
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
'DAG-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:DAG'
'DAG-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_208659
binary classification task
'binary classification task' SubClassOf 'flat classification task'
'binary classification task' DisjointWith 'multi-class classification task'
'binary classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:boolean'
http://www.ontodm.com/OntoDM-core/OntoDM_000095
http://www.ontodm.com/OntoDM-core/OntoDM_000095 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000095 SubClassOf 'realizes' some ('is_concretization_of' some 'data transformation with generalization query')
http://www.ontodm.com/OntoDM-core/OntoDM_000095 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000095 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000095 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_817028
multi-target predictive modelling algorithm
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction task'
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction model'
http://www.ontodm.com/OntoDM-core/OntoDM_910828
Boosting
'Random Subspaces' DisjointWith 'Boosting'
'Boosting' DisjointWith 'Stacking'
'Random Forest' DisjointWith 'Boosting'
'Boosting' SubClassOf 'predictive modelling ensemble algorithm'
'Bagging' DisjointWith 'Boosting'
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
http://www.ontodm.com/OntoDM-core/OntoDM_071450
LCL DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_917475
evaluation algorithm execution
'evaluation algorithm execution' SubClassOf 'algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_279492
output:DAG
'output:DAG' SubClassOf 'labeled graph output specification'
'output:DAG' DisjointWith 'output:tree'
'output:DAG' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_645869
http://www.ontodm.com/OntoDM-core/OntoDM_000195
training set evaluation process
'training set evaluation process' SubClassOf 'evaluation algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000075
http://www.ontodm.com/OntoDM-core/OntoDM_000075 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000075 SubClassOf 'realizes' some ('is_concretization_of' some 'selection composition of generalizations query')
http://www.ontodm.com/OntoDM-core/OntoDM_000075 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000075 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000196
algorithm_component_specification
'algorithm_component_specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000076
single generalization
'single generalization' SubClassOf 'generalization'
'single generalization' SubClassOf 'is_concretization_of' some 'single generalization specification'
'ensemble of generalizations' DisjointWith 'single generalization'
http://www.ontodm.com/OntoDM-core/OntoDM_000197
data creation query
'data creation query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_542264
tree based HC task
'tree based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tree'
'tree based HC task' SubClassOf 'hirearchical classification task'
'DAG based HC task' DisjointWith 'tree based HC task'
http://www.ontodm.com/OntoDM-core/OntoDM_613950
language of graphical models
'language of graphical models' SubClassOf 'generalization language specification'
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://www.ontodm.com/OntoDM-core/OntoDM_919659
LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_000078
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'predictive model specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'probability distribution specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'clustering specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 SubClassOf 'single generalization specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000199
cost function
'cost function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_693227
description
'description' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://www.ontodm.com/OntoDM-core/OntoDM_231548
multi-target binary classification
'multi-target binary classification' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
'multi-target binary classification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of boolean'
http://www.ontodm.com/OntoDM-core/OntoDM_686944
regression dataset
'flat classification dataset' DisjointWith 'regression dataset'
'regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:real'
'regression dataset' SubClassOf 'feature-based labeled dataset with primitive output'
http://purl.obolibrary.org/obo/IAO_0000028
http://purl.obolibrary.org/obo/IAO_0000028 SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://www.ontodm.com/OntoDM-core/OntoDM_000081
mean_squared_error
'mean_squared_error' SubClassOf 'prediction_error'
http://www.ontodm.com/OntoDM-core/OntoDM_000084
generalization evaluation
'generalization evaluation' SubClassOf http://purl.obolibrary.org/obo/OBI_0302911
http://www.ontodm.com/OntoDM-core/OntoDM_108452
GC DAG based HC algorithm for multiple path and mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_429658
clustering ensemble algorithm
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering ensemble'
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'clustering ensemble algorithm' SubClassOf 'ensemble algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_879928
unlabeled dataset
'labeled dataset' DisjointWith 'unlabeled dataset'
'unlabeled dataset' SubClassOf 'dataset specification'
http://www.ontodm.com/OntoDM-core/OntoDM_565974
multi-target regression dataset
'multi-target regression dataset' SubClassOf 'multi-target prediction dataset'
'multi-target regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of real'
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_748173
operator
'operator' SubClassOf 'agent role'
'operator' SubClassOf 'has_information' some 'parameter setting'
'operator' SubClassOf 'is_realized_by' some 'algorithm execution'
'operator' SubClassOf 'role_of' some 'algorithm implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_941793
feature-based predictive modeling algorithm for primitive output
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for primitive output'
'structure-based prectictive modeling algorithm for primitive output' DisjointWith 'feature-based predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based primitive output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_467074
LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_843203
structure-based labeled dataset with primitive output
'structure-based labeled dataset with primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based descriptive data specification'
'structure-based labeled dataset with primitive output' SubClassOf 'labeled dataset with primitive output'
http://www.ontodm.com/OntoDM-core/OntoDM_038162
data mining operator
'data mining operator' SubClassOf 'is_realized_by' some 'data mining algorithm execution'
'data mining operator' SubClassOf 'role_of' some 'data mining algorithm implementation'
'data mining operator' SubClassOf 'operator'
http://www.ontodm.com/OntoDM-core/OntoDM_056700
DAG based HC task with multiple label paths and full depth labeling
'DAG based HC task with multiple label paths and full depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_794067
feature-based time series prediction dataset
'feature-based time series prediction dataset' SubClassOf 'feature-based labeled dataset with structured output'
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'feature-based time series prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:sequence of reals'
http://www.ontodm.com/OntoDM-core/OntoDM_372936
labeled dataset
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'labeled dataset' SubClassOf 'dataset specification'
'labeled dataset' DisjointWith 'unlabeled dataset'
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_108244
multi-class classification algorithm
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification task'
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'multi-class classification algorithm' SubClassOf 'flat classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_257366
LCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_754841
GC tree based HC algorithm for multiple path and mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_U1_059913
evaluation workflow execution
'evaluation workflow execution' SubClassOf 'realizes' some 'evaluation workflow'
'evaluation workflow execution' SubClassOf 'data mining workflow execution'
http://www.ontodm.com/OntoDM-core/OntoDM_207566
feature-based predictive model for primitive output
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'feature-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
'feature-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_726490
mapping specification
'mapping specification' SubClassOf 'specification entity'
http://www.ontodm.com/OntoDM-core/OntoDM_528443
LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_246002
structure-based descriptive data specification
'structure-based descriptive data specification' SubClassOf 'descriptive data specification'
'structure-based descriptive data specification' SubClassOf ('is_about' some http://ontodm.com/OntoDT#OntoDT_591397) or ('is_about' some http://ontodm.com/OntoDT#OntoDT_648082) or ('is_about' some http://ontodm.com/OntoDT#OntoDT_699579) or ('is_about' some http://ontodm.com/OntoDT#OntoDT_814373)
'structure-based descriptive data specification' DisjointWith 'feature-based descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_931732
hirearchical classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:DAG' or 'output:tree')
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_155699
binary classification algorithm
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification task'
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'binary classification algorithm' SubClassOf 'flat classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_357792
Random Subspaces
'Random Subspaces' DisjointWith 'Random Forest'
'Random Subspaces' DisjointWith 'Stacking'
'Random Subspaces' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Boosting'
'Random Subspaces' DisjointWith 'Bagging'
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
http://www.ontodm.com/OntoDM-core/OntoDM_629944
labeled dataset with structured output
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based output data specification'
'labeled dataset with structured output' SubClassOf 'labeled dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_941659
constraint based data mining task
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'constraint specification'
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
'constraint based data mining task' SubClassOf 'information processing objective'
http://www.ontodm.com/OntoDM-core/OntoDM_319168
LCL DAG based HC algorithm for multiple path prediction
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf 'LCL DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_669483
LCL tree based HC algorithm for single path prediction
'LCL tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
'LCL tree based HC algorithm for single path prediction' SubClassOf 'LCL tree based HC algorithm'
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
http://ontodm.com/OntoDT#OntoDT_645869
http://www.ontodm.com/OntoDM-core/OntoDM_785336
structure based primitive output prediction task
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'structure based primitive output prediction task' SubClassOf 'primitive output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_353154
LCN tree based HC algorithm for single path and mandatory leaf node prediction
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_942737
LC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'LC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_145996
output:tuple of boolean
'output:tuple of boolean' SubClassOf 'tuple of booleanORdiscrete output specification'
'output:tuple of boolean' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_360708
'output:tuple of boolean' DisjointWith 'output:tuple of discrete'
http://www.ontodm.com/OntoDM-core/OntoDM_829270
LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_398436
GC tree based HC algorithm
'GC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_728533
multi-target binary classification algorithm
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification model'
'multi-target binary classification algorithm' SubClassOf 'multi-target classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_938471
data example specification
'data example specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_936293
output:tuple of real
'tuple of booleanORdiscrete output specification' DisjointWith 'output:tuple of real'
'output:tuple of real' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_471356
'output:tuple of real' SubClassOf 'output:tuple of primitives'
http://www.ontodm.com/OntoDM-core/OntoDM_020420
LCPN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCPN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_627978
multi-target binary decision tree
'multi-target binary decision tree' SubClassOf 'multi-target binary classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_636213
multi-target multi-class classification dataset
'multi-target multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of discrete'
'multi-target multi-class classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_741571
primitive-based output data specification
'primitive-based output data specification' SubClassOf 'output data specification'
'primitive-based output data specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_018988
'primitive-based output data specification' DisjointWith 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_191108
output:real
'output:real' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_150012
'booleanORdiscrete output data specification' DisjointWith 'output:real'
'output:real' SubClassOf 'primitive-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_930862
tree based HC task with multiple label paths and partial depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and partial depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_171503
flat classification algorithm
'flat classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'flat classification task'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'classification model'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_247241
multi-label classification model
'multi-label classification model' SubClassOf 'feature-based predictive model for structured output'
'multi-label classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:set of discrete'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'multi-label classification model'
http://ontodm.com/OntoDT#OntoDT_487147
http://www.ontodm.com/OntoDM-core/OntoDM_308048
tree-based hierarchical classification dataset
'tree-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
'tree-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tree'
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_382943
predictive modeling algorithm for primitive output
'predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive output prediction task'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for primitive output'
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_616614
software toolkit
'software toolkit' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
'software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000010
http://www.ontodm.com/OntoDM-core/OntoDM_368779
predictive modelling ensemble algorithm
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive models ensemble specification'
'predictive modelling ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_491182
DAG based HC task
'DAG based HC task' SubClassOf 'hirearchical classification task'
'DAG based HC task' DisjointWith 'tree based HC task'
'DAG based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:DAG'
http://www.ontodm.com/OntoDM-core/OntoDM_835948
structure-based output data specification
'structure-based output data specification' SubClassOf 'output data specification'
'structure-based output data specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_378476
'primitive-based output data specification' DisjointWith 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_549140
LCPN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCPN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_257039
flat classification dataset
'flat classification dataset' DisjointWith 'regression dataset'
'flat classification dataset' SubClassOf 'feature-based labeled dataset with primitive output'
'flat classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:discrete' or 'output:boolean')
http://www.ontodm.com/OntoDM-core/OntoDM_661861
structure based structured output prediction task
DisjointClasses: 'structure based structured output prediction task'
'structure based structured output prediction task' SubClassOf 'structured output prediction task'
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_157687
structure-based predictive model for structured output
'structure-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'structure-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_970232
Stacking
'Bagging' DisjointWith 'Stacking'
'Random Subspaces' DisjointWith 'Stacking'
'Stacking' SubClassOf 'predictive modelling ensemble algorithm'
'Boosting' DisjointWith 'Stacking'
'Random Forest' DisjointWith 'Stacking'
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
http://www.ontodm.com/OntoDM-core/OntoDM_251508
LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_826903
tree based HC task with multiple label paths
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
'tree based HC task with multiple label paths' SubClassOf 'tree based HC task'
http://www.ontodm.com/OntoDM-core/OntoDM_112772
classification model
'classification model' SubClassOf 'feature-based predictive model for primitive output'
'classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:discrete' or 'output:boolean')
http://www.ontodm.com/OntoDM-core/OntoDM_205203
feature-based primitive output prediction task
'feature-based primitive output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'feature-based primitive output prediction task' SubClassOf 'primitive output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_718446
structure-based prectictive modeling algorithm for primitive output
'structure-based prectictive modeling algorithm for primitive output' DisjointWith 'feature-based predictive modeling algorithm for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based primitive output prediction task'
http://ontodm.com/OntoDT#OntoDT_595741
http://www.ontodm.com/OntoDM-core/OntoDM_519526
GC tree based HC algorithm for single path and mandatory leaf node prediction
'GC tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_481568
multi-target multi-class classification model
'multi-target multi-class classification model' SubClassOf 'multi-target classification model'
'multi-target multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of discrete'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
http://www.ontodm.com/OntoDM-core/OntoDM_078701
transactional dataset
'transactional dataset' SubClassOf 'structure-based unlabeled dataset'
'transactional dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive:set of discrete'
http://www.ontodm.com/OntoDM-core/OntoDM_474912
LCL tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
http://ontodm.com/OntoDT#OntoDT_591397
http://www.ontodm.com/OntoDM-core/OntoDM_960431
hirearchical classification dataset
'hirearchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'labeled graph output specification'
'hirearchical classification dataset' SubClassOf 'feature-based labeled dataset with structured output'
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_495960
multi-target classification model
'multi-target classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:tuple of boolean' or 'output:tuple of discrete')
'multi-target classification model' SubClassOf 'multi-target prediction model'
http://www.ontodm.com/OntoDM-core/OntoDM_169891
structure-based unlabeled dataset
'structure-based unlabeled dataset' DisjointWith 'structure-based unlabeled dataset'
'structure-based unlabeled dataset' SubClassOf 'unlabeled dataset'
'structure-based unlabeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based descriptive data specification'
http://purl.obolibrary.org/obo/IAO_0000311
http://purl.obolibrary.org/obo/IAO_0000311 SubClassOf 'document
'
http://www.ontodm.com/OntoDM-core/OntoDM_716122
output:boolean
'output:boolean' SubClassOf 'booleanORdiscrete output data specification'
'output:discrete' DisjointWith 'output:boolean'
'output:boolean' SubClassOf 'is_about' value http://ontodm.com/OntoDT#OntoDT_991825
http://www.ontodm.com/OntoDM-core/OntoDM_982352
data mining workflow execution
'data mining workflow execution' SubClassOf 'realizes' some 'data mining workflow'
'data mining workflow execution' SubClassOf 'workflow execution'
'data mining workflow execution' SubClassOf 'achieves_planned_objective' some http://purl.obolibrary.org/obo/IAO_0000005
http://www.ontodm.com/OntoDM-core/OntoDM_609184
binary classification dataset
'binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:boolean'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
'binary classification dataset' SubClassOf 'flat classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_086891
LCL DAG based HC algorithm for single path and mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_865023
multi-class classification model
'regression model' DisjointWith 'multi-class classification model'
'multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:discrete'
'multi-class classification model' SubClassOf 'classification model'
'binary classification model' DisjointWith 'multi-class classification model'
http://ontodm.com/OntoDT#OntoDT_150012
http://www.ontodm.com/OntoDM-core/OntoDM_708865
representational medium specification
'representational medium specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_585235
LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_135761
GC DAG based HC algorithm for single path prediction
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'GC DAG based HC algorithm for single path prediction' SubClassOf 'GC DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_613675
LCPN DAG based HC algorithm for single path prediction
'LCPN DAG based HC algorithm for single path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_882801
LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://ontodm.com/OntoDT#OntoDT_596819
http://www.ontodm.com/OntoDM-core/OntoDM_782155
LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_247286
agent role
'agent role' SubClassOf http://purl.obolibrary.org/obo/BFO_0000023
http://ontodm.com/OntoDT#OntoDT_648082
http://www.ontodm.com/OntoDM-core/OntoDM_510989
parameter setting
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000418 some 'parameter'
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://www.ontodm.com/OntoDM-core/OntoDM_510504
multi-label classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-label classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:set of discrete'
'multi-label classification task' SubClassOf 'feature-based structured output prediction task'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_470460
LPCN tree based HC algorithm for single path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path prediction' SubClassOf 'LCPN tree based HC algorithm'
'LPCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_975727
LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://ontodm.com/OntoDT#OntoDT_950419
http://www.ontodm.com/OntoDM-core/OntoDM_616457
language of decision rules
'language of decision rules' SubClassOf 'generalization language specification'
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://www.ontodm.com/OntoDM-core/OntoDM_548678
data mining task description
'data mining task description' SubClassOf 'description'
'data mining task description' SubClassOf 'is_about' some 'data mining task'
http://www.ontodm.com/OntoDM-core/OntoDM_793930
LCL tree based HC algorithm
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCL tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_900172
GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_330210
specification entity
'specification entity' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://www.ontodm.com/OntoDM-core/OntoDM_625176
evaluation algorithm implementation
'evaluation algorithm implementation' SubClassOf 'algorithm implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_112569
algorithm implementation
'algorithm implementation' SubClassOf 'is_concretization_of' some http://purl.obolibrary.org/obo/IAO_0000064
'algorithm implementation' SubClassOf 'has_quality' some 'parameter'
'algorithm implementation' SubClassOf 'plan'
'algorithm implementation' DisjointWith 'workflow'
http://www.ontodm.com/OntoDM-core/OntoDM_285570
workflow execution
'workflow execution' SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
'workflow execution' SubClassOf 'realizes' some 'workflow'
http://www.ontodm.com/OntoDM-core/OntoDM_300937
GC tree based HC algorithm for single path prediction
'GC tree based HC algorithm for single path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_913132
multi-class classification task
'multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:discrete'
'binary classification task' DisjointWith 'multi-class classification task'
'multi-class classification task' SubClassOf 'flat classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_603253
scenario
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'scenario title'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000302
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://www.ontodm.com/OntoDM-core/OntoDM_000238
'scenario' SubClassOf 'protocol'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
http://www.ontodm.com/OntoDM-core/OntoDM_213136
GC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'GC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_776589
pattern discovery evaluation
OntoDM_776589
'OntoDM_776589' SubClassOf 'generalization evaluation'
http://www.ontodm.com/OntoDM-core/OntoDM_813772
language of bayesian nets
'language of bayesian nets' SubClassOf 'generalization language specification'
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://www.ontodm.com/OntoDM-core/OntoDM_352467
output:tuple of discrete
'output:tuple of discrete' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_595741
'output:tuple of discrete' SubClassOf 'tuple of booleanORdiscrete output specification'
'output:tuple of boolean' DisjointWith 'output:tuple of discrete'
http://www.ontodm.com/OntoDM-core/OntoDM_458784
output:tree
'output:tree' SubClassOf 'labeled graph output specification'
'output:DAG' DisjointWith 'output:tree'
'output:tree' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_245924
http://www.ontodm.com/OntoDM-core/OntoDM_036834
LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_182357
data mining scenario
'data mining scenario' SubClassOf 'scenario'
http://www.ontodm.com/OntoDM-core/OntoDM_559103
tree based HC task with single label paths
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
'tree based HC task with single label paths' SubClassOf 'tree based HC task'
http://www.ontodm.com/OntoDM-core/OntoDM_530819
ensemble algorithm
'ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'ensemble specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'ensemble algorithm' SubClassOf 'data mining algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_136533
multi-target regression tree
'multi-target regression tree' SubClassOf 'multi-target regression model'
http://www.ontodm.com/OntoDM-core/OntoDM_150825
output:discrete
'output:discrete' SubClassOf 'booleanORdiscrete output data specification'
'output:discrete' DisjointWith 'output:boolean'
'output:discrete' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_608148
http://www.ontodm.com/OntoDM-core/OntoDM_000302
optimization function
'optimization function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_180345
LCN DAG based HC algorithm for multiple path prediction
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_837886
regression task
'flat classification task' DisjointWith 'regression task'
'regression task' SubClassOf 'feature-based primitive output prediction task'
'regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:real'
http://www.ontodm.com/OntoDM-core/OntoDM_003932
predictive model for primitive output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive-based output data specification'
'predictive model for primitive output' SubClassOf 'predictive model specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000306
probability distribution estimation algorithm execution
'probability distribution estimation algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('probability distribution estimation algorithm' or 'probability distribution estimation ensemble algorithm'))
'probability distribution estimation algorithm execution' SubClassOf 'has_specified_output' some
('probability distribution ensemble' or http://www.ontodm.com/OntoDM-core/OntoDM_000016)
'probability distribution estimation algorithm execution' SubClassOf 'data mining algorithm execution'
'probability distribution estimation algorithm execution' SubClassOf 'achieves_planned_objective' some 'probability distribution estimation task'
http://www.ontodm.com/OntoDM-core/OntoDM_651414
predicted dataset
'predicted dataset' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
'predicted dataset' SubClassOf 'is_specified_output_of' some 'predictive model execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000309
predictive model execution
'probability distribution execution' DisjointWith 'predictive model execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'predictive model execution'
'predictive model execution' SubClassOf 'realizes' some
('predictive models ensemble' or 'predictive model')
'predictive model execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'predictive modelling algorithm execution'
'predictive model execution' SubClassOf 'generalization execution'
http://www.ontodm.com/OntoDM-core/OntoDM_674255
multi-target regression algorithm
'multi-target regression algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression model'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression task'
http://www.ontodm.com/OntoDM-core/OntoDM_354620
feature-based structured output prediction task
'feature-based structured output prediction task' SubClassOf 'structured output prediction task'
'feature-based structured output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://www.ontodm.com/OntoDM-core/OntoDM_000300
generalizations and data from data query
'generalizations and data from data query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_692808
structure-based labeled dataset with structured output
'structure-based labeled dataset with structured output' SubClassOf 'labeled dataset with structured output'
'structure-based labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_478450
workflow
'workflow' SubClassOf 'is_concretization_of' some 'scenario'
'workflow' SubClassOf 'plan'
'algorithm implementation' DisjointWith 'workflow'
http://www.ontodm.com/OntoDM-core/OntoDM_512674
LCN tree based HC algorithm for single path prediction
'LCN tree based HC algorithm for single path prediction' SubClassOf 'LCN tree based HC algorithm'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_341564
output:tuple of primitives
'output:tuple of primitives' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_521859
'output:tuple of primitives' SubClassOf 'tuple output specification'
http://www.ontodm.com/OntoDM-core/OntoDM_620805
DAG based HC task with single label paths and full depth labeling
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
'DAG based HC task with single label paths and full depth labeling' SubClassOf 'DAG based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_722523
multi-target classification algorithm
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification model'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target classification algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_577929
predictive model for structured output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for structured output' SubClassOf 'predictive model specification'
'predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_147247
algorithm execution
'algorithm execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_agent some 'computer'
'algorithm execution' SubClassOf 'information processing'
'algorithm execution' SubClassOf 'realizes' some 'operator'
http://www.ontodm.com/OntoDM-core/OntoDM_718392
DAG based HC task with multiple label paths and partial depth labeling
'DAG based HC task with multiple label paths and partial depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_101020
tag
'tag' SubClassOf http://purl.obolibrary.org/obo/IAO_0000009
http://www.ontodm.com/OntoDM-core/OntoDM_225681
multi-target prediction model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-target prediction model' DisjointWith 'time series prediction model'
'multi-target prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of primitives'
'multi-target prediction model' SubClassOf 'feature-based predictive model for structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_114697
multi-target prediction task
'multi-target prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of primitives'
'multi-target prediction task' SubClassOf 'feature-based structured output prediction task'
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_874928
LCN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://ontodm.com/OntoDT#OntoDT_699579
http://ontodm.com/OntoDT#OntoDT_878284
http://www.ontodm.com/OntoDM-core/OntoDM_246907
tree based HC task with single label paths and partial depth labeling
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
'tree based HC task with single label paths and partial depth labeling' SubClassOf 'tree based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_583334
multi-target regression model
'multi-target regression model' SubClassOf 'multi-target prediction model'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
'multi-target regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of real'
http://www.ontodm.com/OntoDM-core/OntoDM_278835
output:sequence of discrete
'output:sequence of discrete' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_596819
'output:sequence of discrete' SubClassOf 'output:sequence'
'output:sequence of discrete' DisjointWith 'output:sequence of reals'
http://www.ontodm.com/OntoDM-core/OntoDM_622093
LCL tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_640624
hierarchical classification decision tree
'hierarchical classification decision tree' SubClassOf 'hirearchical classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_675141
descriptive:set of discrete
'descriptive:set of discrete' SubClassOf 'structure-based descriptive data specification'
'descriptive:set of discrete' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_377271
http://www.ontodm.com/OntoDM-core/OntoDM_731692
single generalization algorithm
'single generalization algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'single generalization algorithm' SubClassOf 'data mining algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_388961
LCL tree based HC algorithm for multiple path prediction
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf 'LCL tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_689658
multi-target multi-class decison tree
'multi-target multi-class decison tree' SubClassOf 'multi-target multi-class classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_000105
distance
'distance' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000106
scoring function
'scoring function' SubClassOf 'mathematical function specification'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'language cost function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000107
penalty function
'penalty function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000228
predictive model specification
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'predictive model specification'
'predictive model specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'predictive model specification' SubClassOf 'single generalization specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000229
data mining algorithm implementation
'data mining algorithm implementation' SubClassOf 'algorithm implementation'
'data mining algorithm implementation' SubClassOf 'is_concretization_of' some 'data mining algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000109
sampling_objective
'sampling_objective' SubClassOf 'information processing objective'
http://www.ontodm.com/OntoDM-core/OntoDM_408772
LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_860584
pattern discovery ensemble algorithm
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern set ensemble specification'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'pattern discovery ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_555011
LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
http://purl.obolibrary.org/obo/BFO_0000003
http://purl.obolibrary.org/obo/BFO_0000003 SubClassOf http://purl.obolibrary.org/obo/BFO_0000001
http://www.ontodm.com/OntoDM-core/OntoDM_544234
data mining software toolkit
'data mining software toolkit' SubClassOf 'software toolkit'
'data mining software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining software '
http://purl.obolibrary.org/obo/BFO_0000004
http://purl.obolibrary.org/obo/BFO_0000004 SubClassOf 'Continuant'
http://www.ontodm.com/OntoDM-core/OntoDM_000100
discreteness
'discreteness' DisjointWith 'generalization quality'
'discreteness' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000101
soft language cost function constraint
'soft language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'soft language cost function constraint' SubClassOf 'language cost function constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000343
generalization
'generalization' SubClassOf 'is_specified_output_of' some 'data mining algorithm execution'
'generalization' SubClassOf 'is_concretization_of' some 'generalization specification'
'generalization' SubClassOf http://purl.obolibrary.org/obo/BFO_0000017
http://www.ontodm.com/OntoDM-core/OntoDM_000102
probability distribution execution
'probability distribution execution' DisjointWith 'predictive model execution'
'probability distribution execution' SubClassOf 'realizes' some
('probability distribution ensemble' or http://www.ontodm.com/OntoDM-core/OntoDM_000016)
'probability distribution execution' DisjointWith 'clustering execution'
'probability distribution execution' DisjointWith 'pattern set execution'
'probability distribution execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'probability distribution estimation algorithm execution'
'probability distribution execution' SubClassOf 'generalization execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000223
clustering representation
'clustering representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000103
hard language cost function constraint
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'hard language cost function constraint' SubClassOf 'language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000224
generalization selection query
'generalization selection query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_721008
Random Forest
'Random Subspaces' DisjointWith 'Random Forest'
'Bagging' DisjointWith 'Random Forest'
'Random Forest' DisjointWith 'Boosting'
'Random Forest' SubClassOf 'predictive modelling ensemble algorithm'
'Random Forest' DisjointWith 'Stacking'
DisjointClasses: 'SubBag', 'Random Subspaces', 'Bagging', 'Random Forest', 'Boosting', 'Stacking'
http://www.ontodm.com/OntoDM-core/OntoDM_548720
data mining source code module
'data mining source code module' SubClassOf http://purl.obolibrary.org/obo/IAO_0000096
http://www.ontodm.com/OntoDM-core/OntoDM_608558
structure-based unlabeled dataset
'structure-based unlabeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
'structure-based unlabeled dataset' DisjointWith 'structure-based unlabeled dataset'
'structure-based unlabeled dataset' SubClassOf 'unlabeled dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_570767
multi-label classification algorithm
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'multi-label classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-label classification task'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://ontodm.com/OntoDT#OntoDT_378476
http://www.ontodm.com/OntoDM-core/OntoDM_000214
draft
'draft' SubClassOf 'status'
http://www.ontodm.com/OntoDM-core/OntoDM_000219
clustering evaluation function specification
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'clustering evaluation function specification' SubClassOf 'evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_572839
LCL tree based HC algorithm for single path and mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
http://ontodm.com/OntoDT#OntoDT_245924
http://www.ontodm.com/OntoDM-core/OntoDM_221045
LCPN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://www.ontodm.com/OntoDM-core/OntoDM_000212
language constraint
'language constraint' SubClassOf 'primitive constraint'
'language constraint' DisjointWith 'evaluation constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000333
itemized list
'itemized list' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://www.ontodm.com/OntoDM-core/OntoDM_464484
probability distribution estimation ensemble algorithm
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distributions ensemble specification'
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'probability distribution estimation ensemble algorithm' SubClassOf 'ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://purl.obolibrary.org/obo/BFO_0000001
http://purl.obolibrary.org/obo/BFO_0000002
Continuant
http://ontodm.com/OntoDT#OntoDT_377271
http://www.ontodm.com/OntoDM-core/OntoDM_733255
multi-target classification task
'multi-target classification task' SubClassOf 'multi-target prediction task'
'multi-target regression task' DisjointWith 'multi-target classification task'
'multi-target classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:tuple of boolean' or 'output:tuple of discrete')
http://www.ontodm.com/OntoDM-core/OntoDM_771971
GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_000207
discrete
'discrete' SubClassOf 'discreteness'
http://www.ontodm.com/OntoDM-core/OntoDM_783954
multi-target classification dataset
'multi-target classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:tuple of boolean' or 'output:tuple of discrete')
'multi-target classification dataset' SubClassOf 'multi-target prediction dataset'
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000209
data transformation with generalization query
'data transformation with generalization query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_242219
primitive output prediction task
'primitive output prediction task' SubClassOf 'predictive modelling task'
'primitive output prediction task' DisjointWith 'structured output prediction task'
'primitive output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_067028
multi-target binary classification model
'multi-target binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of boolean'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target binary classification model' SubClassOf 'multi-target classification model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
http://www.ontodm.com/OntoDM-core/OntoDM_000200
prototype function
'prototype function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000201
not_discrete
'not_discrete' SubClassOf 'discreteness'
http://www.ontodm.com/OntoDM-core/OntoDM_849533
labeled dataset with primitive output
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive-based output data specification'
'labeled dataset with primitive output' SubClassOf 'labeled dataset'
http://purl.obolibrary.org/obo/BFO_0000031
http://www.ontodm.com/OntoDM-core/OntoDM_746568
multi-target prediction dataset
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-target prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of primitives'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
'multi-target prediction dataset' SubClassOf 'feature-based labeled dataset with structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_387728
flat classification task
'flat classification task' SubClassOf 'feature-based primitive output prediction task'
'flat classification task' DisjointWith 'regression task'
'flat classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output:discrete' or 'output:boolean')
http://www.ontodm.com/OntoDM-core/OntoDM_849657
GC DAG based HC algorithm for single path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_316568
binary decision tree
'binary decision tree' SubClassOf 'binary classification model'
http://www.ontodm.com/OntoDM-core/OntoDM_318626
pattern set ensemble specification
'pattern set ensemble specification' SubClassOf 'ensemble specification'
'pattern set ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://www.ontodm.com/OntoDM-core/OntoDM_000078
http://www.ontodm.com/OntoDM-core/OntoDM_361570
data processing algorithm
'data processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://www.ontodm.com/OntoDM-core/OntoDM_000316
clustering
'clustering' SubClassOf 'single generalization'
'clustering' SubClassOf 'is_concretization_of' some 'clustering specification'
'clustering' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000020 DisjointWith 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith 'clustering'
'predictive model' DisjointWith 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_838789
LCL DAG based HC algorithm for single path prediction
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path prediction' SubClassOf 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_107836
hirearchical classification model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'hirearchical classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'labeled graph output specification'
'hirearchical classification model' DisjointWith 'multi-label classification model'
'hirearchical classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' SubClassOf 'feature-based predictive model for structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_815320
multi-target multi-class classification task
'multi-target multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of discrete'
'multi-target multi-class classification task' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
http://purl.obolibrary.org/obo/BFO_0000017
http://purl.obolibrary.org/obo/BFO_0000017 SubClassOf http://purl.obolibrary.org/obo/BFO_0000020
http://purl.obolibrary.org/obo/BFO_0000015
http://purl.obolibrary.org/obo/BFO_0000015 SubClassOf http://purl.obolibrary.org/obo/BFO_0000003
http://www.ontodm.com/OntoDM-core/OntoDM_419418
tree based HC algorithm
'tree based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'tree based HC algorithm' SubClassOf 'hierarchical classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_600958
structured output prediction task
'structured output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based output data specification'
'primitive output prediction task' DisjointWith 'structured output prediction task'
'structured output prediction task' SubClassOf 'predictive modelling task'
http://www.ontodm.com/OntoDM-core/OntoDM_372340
DAG based HC task with multiple label paths
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths' SubClassOf 'DAG based HC task'
http://purl.obolibrary.org/obo/BFO_0000019
http://purl.obolibrary.org/obo/BFO_0000019 SubClassOf http://purl.obolibrary.org/obo/BFO_0000020
http://www.ontodm.com/OntoDM-core/OntoDM_057491
DAG based HC task with single label paths
'DAG based HC task with single label paths' SubClassOf 'DAG based HC task'
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_490530
clusterings ensemble specification
'clusterings ensemble specification' SubClassOf 'ensemble specification'
'clusterings ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
http://purl.obolibrary.org/obo/BFO_0000020
http://purl.obolibrary.org/obo/BFO_0000020 SubClassOf 'Continuant'
http://www.ontodm.com/OntoDM-core/OntoDM_419544
information content entity quality
'information content entity quality' SubClassOf http://purl.obolibrary.org/obo/BFO_0000019
http://www.ontodm.com/OntoDM-core/OntoDM_U1_858511
evaluation workflow
'evaluation workflow' SubClassOf 'data mining workflow'
'evaluation workflow' SubClassOf 'is_concretization_of' some http://www.ontodm.com/OntoDM-core/OntoDM_279507
http://purl.obolibrary.org/obo/BFO_0000023
http://purl.obolibrary.org/obo/BFO_0000023 SubClassOf http://purl.obolibrary.org/obo/BFO_0000017
http://www.ontodm.com/OntoDM-core/OntoDM_201436
parameter specification
'parameter specification' SubClassOf 'specification entity'
'parameter specification' SubClassOf 'is_about' some 'parameter'
http://www.ontodm.com/OntoDM-core/OntoDM_507935
hierarchical classification algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification model'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification task'
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'hierarchical classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
http://www.ontodm.com/OntoDM-core/OntoDM_642324
language of decision trees
'language of decision trees' SubClassOf 'generalization language specification'
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://www.ontodm.com/OntoDM-core/OntoDM_871327
predictive modeling algorithm for structured output
'predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structured output prediction task'
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for structured output'
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_537602
feature-based labeled dataset with primitive output
'feature-based labeled dataset with primitive output' SubClassOf 'labeled dataset with primitive output'
'feature-based labeled dataset with primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based descriptive data specification'
http://ontodm.com/OntoDT#OntoDT_360708
http://www.ontodm.com/OntoDM-core/OntoDM_000027
output data specification
'output data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'output specification'
'output data specification' SubClassOf 'data specification'
'output data specification' DisjointWith 'descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000269
train set role
'train set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' DisjointWith 'train set role'
'train set role' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
'train set role' SubClassOf 'dataset role'
http://www.ontodm.com/OntoDM-core/OntoDM_000149
holdout sampling process
'holdout sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
http://www.ontodm.com/OntoDM-core/OntoDM_104594
LCN DAG based HC algorithm for single path prediction
'LCN DAG based HC algorithm for single path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_000029
predictive model evaluation function specification
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'predictive model evaluation function specification' SubClassOf 'evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_374511
time-series prediction decision tree
'time-series prediction decision tree' SubClassOf 'time series prediction model'
http://www.ontodm.com/OntoDM-core/OntoDM_376810
LPCN tree based HC algorithm for single path and mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_433774
language of markov chains
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
'language of markov chains' SubClassOf 'generalization language specification'
http://www.ontodm.com/OntoDM-core/OntoDM_730046
LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_000140
dataset representation
'dataset representation' SubClassOf 'representation'
http://www.ontodm.com/OntoDM-core/OntoDM_000261
knowledge discovery scenario objective
'knowledge discovery scenario objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://www.ontodm.com/OntoDM-core/OntoDM_000020
http://www.ontodm.com/OntoDM-core/OntoDM_000020 SubClassOf 'is_concretization_of' some http://www.ontodm.com/OntoDM-core/OntoDM_000078
http://www.ontodm.com/OntoDM-core/OntoDM_000020 SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith http://www.ontodm.com/OntoDM-core/OntoDM_000020
http://www.ontodm.com/OntoDM-core/OntoDM_000020 DisjointWith 'predictive model'
http://www.ontodm.com/OntoDM-core/OntoDM_000020 DisjointWith 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_000020 SubClassOf 'single generalization'
http://www.ontodm.com/OntoDM-core/OntoDM_000021
complex constraint
'complex constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
http://www.ontodm.com/OntoDM-core/OntoDM_000142
aggregate function
'aggregate function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_485256
GC DAG based HC algorithm for multiple path prediction
'GC DAG based HC algorithm for multiple path prediction' SubClassOf 'GC DAG based HC algorithm'
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_000022
pattern quality
'pattern quality' SubClassOf 'generalization quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000143
dataset sampling
'dataset sampling' SubClassOf 'information processing'
'dataset sampling' SubClassOf 'achieves_planned_objective' some 'sampling_objective'
http://www.ontodm.com/OntoDM-core/OntoDM_000264
clustering task
'predictive modelling task' DisjointWith 'clustering task'
'clustering task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'clustering task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'clustering task'
http://www.ontodm.com/OntoDM-core/OntoDM_000144
DM-dataset
'DM-dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data example'
'DM-dataset' SubClassOf 'has_quality' some 'dataset quality'
'DM-dataset' SubClassOf 'has_representation' some 'dataset representation'
'DM-dataset' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
http://www.ontodm.com/OntoDM-core/OntoDM_000265
probability_distribution_estimation_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_realized_by' some 'probability distribution estimation algorithm execution'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_concretization_of' some 'probability distribution estimation algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_000145
constraint threshold
'constraint threshold' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000266
selection composition of generalizations query
'selection composition of generalizations query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_506961
multi-target regression task
'multi-target regression task' SubClassOf 'multi-target prediction task'
'multi-target regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:real'
'multi-target regression task' DisjointWith 'multi-target classification task'
http://www.ontodm.com/OntoDM-core/OntoDM_000270
primitive constraint
'primitive constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_908131
labeled graph output specification
'labeled graph output specification' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_591397
DisjointClasses: 'tuple output specification', 'set output specification output specification', 'output:sequence', 'labeled graph output specification'
'labeled graph output specification' SubClassOf 'structure-based output data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000271
probability distribution evaluation function specification
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'probability distribution evaluation function specification' SubClassOf 'evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_817888
data mining workflow
'data mining workflow' SubClassOf 'is_concretization_of' some 'data mining scenario'
'data mining workflow' SubClassOf 'workflow'
http://www.ontodm.com/OntoDM-core/OntoDM_464319
LCN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000016
http://www.ontodm.com/OntoDM-core/OntoDM_000016 SubClassOf 'single generalization'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith http://www.ontodm.com/OntoDM-core/OntoDM_000020
http://www.ontodm.com/OntoDM-core/OntoDM_000016 SubClassOf 'is_concretization_of' some 'probability distribution specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_000016 DisjointWith 'predictive model'
http://www.ontodm.com/OntoDM-core/OntoDM_000137
constraint specification
'constraint specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://www.ontodm.com/OntoDM-core/OntoDM_000258
background knowledge representation
'background knowledge representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000017
test set role
'test set role' SubClassOf 'dataset role'
'test set role' DisjointWith 'train set role'
'test set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' SubClassOf 'is_realized_by' some 'predictive model execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000259
pattern discovery evaluation function specification
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'pattern discovery evaluation function specification' SubClassOf 'evaluation function specification'
http://ontodm.com/OntoDT#OntoDT_471356
http://www.ontodm.com/OntoDM-core/OntoDM_000250
pattern representation
'pattern representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000130
parameter
'parameter' SubClassOf 'information content entity quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000011
distance functions set
'distance functions set' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000132
background knowledge
'background knowledge' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://www.ontodm.com/OntoDM-core/OntoDM_000253
probability distribution estimation algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
'probability distribution estimation algorithm' SubClassOf 'single generalization algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000134
clustering_algorithm_implementation
'clustering_algorithm_implementation' SubClassOf 'is_realized_by' some 'clustering algorithm execution'
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'is_concretization_of' some 'clustering algorithm'
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
http://www.ontodm.com/OntoDM-core/OntoDM_000255
cross validation sampling process
'cross validation sampling process' SubClassOf 'dataset sampling'
'cross validation sampling process' SubClassOf 'has_specified_output' some 'fold'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
'cross validation sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000014
evaluation function specification
'evaluation function specification' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000256
generalization representation
'generalization representation' SubClassOf 'is_about' some 'generalization'
'generalization representation' SubClassOf 'representation'
http://www.ontodm.com/OntoDM-core/OntoDM_000015
clustering ensemble
'clustering ensemble' DisjointWith 'pattern set ensemble'
'clustering ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf 'is_concretization_of' some 'clusterings ensemble specification'
'clustering ensemble' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
'predictive models ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering'
http://www.ontodm.com/OntoDM-core/OntoDM_279507
http://www.ontodm.com/OntoDM-core/OntoDM_279507 SubClassOf 'data mining scenario'
http://www.ontodm.com/OntoDM-core/OntoDM_000260
N fold validation evaluation process
'N fold validation evaluation process' SubClassOf 'evaluation algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_831808
feature-based predictive modeling algorithm for structured output
'structure-based predictive modeling algorithm for structured output' DisjointWith 'feature-based predictive modeling algorithm for structured output '
'feature-based predictive modeling algorithm for structured output ' SubClassOf 'predictive modeling algorithm for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based structured output prediction task'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for structured output'
http://www.ontodm.com/OntoDM-core/OntoDM_757640
multi-target multi-class classification algorithm
'multi-target multi-class classification algorithm' SubClassOf 'multi-target classification algorithm'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification model'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification task'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_000247
descriptive data specification
'descriptive data specification' SubClassOf 'data specification'
'descriptive data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'descriptive specification'
'output data specification' DisjointWith 'descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000006
http://www.ontodm.com/OntoDM-core/OntoDM_000006 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000006 SubClassOf 'has_specified_input' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000006 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000006 SubClassOf 'realizes' some ('is_concretization_of' some 'generalization selection query')
http://www.ontodm.com/OntoDM-core/OntoDM_000006 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000127
clustering algorithm execution
'clustering algorithm execution' SubClassOf 'has_specified_output' some
('clustering ensemble' or 'clustering')
'clustering algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('clustering algorithm' or 'clustering ensemble algorithm'))
'clustering algorithm execution' SubClassOf 'achieves_planned_objective' some 'clustering task'
'clustering algorithm execution' SubClassOf 'data mining algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000128
feature set specification
'feature set specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature specification'
'feature set specification' SubClassOf 'specification entity'
http://www.ontodm.com/OntoDM-core/OntoDM_000249
evaluation constraint
'language constraint' DisjointWith 'evaluation constraint'
'evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'evaluation function specification'
'evaluation constraint' SubClassOf 'primitive constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000008
prototype
'prototype' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000009
probability distribution representation
'probability distribution representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_860244
dataset quality
'dataset quality' SubClassOf 'information content entity quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000000
prediction_error
'prediction_error' SubClassOf 'has_information' some 'cost function'
'prediction_error' SubClassOf 'predictive model evaluation function specification'
'prediction_error' SubClassOf 'has_information' some 'distance function'
http://www.ontodm.com/OntoDM-core/OntoDM_000121
bag
'bag' SubClassOf 'is_specified_output_of' some 'bootstrap sampling process'
'bag' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
http://www.ontodm.com/OntoDM-core/OntoDM_532190
language of neural nets
'language of neural nets' SubClassOf 'generalization language specification'
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://www.ontodm.com/OntoDM-core/OntoDM_000001
predictive models ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'predictive models ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' SubClassOf 'is_concretization_of' some 'predictive models ensemble specification'
'predictive models ensemble' SubClassOf 'ensemble of generalizations'
'predictive models ensemble' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
'predictive models ensemble' DisjointWith 'clustering ensemble'
http://www.ontodm.com/OntoDM-core/OntoDM_000122
combining function
'combining function' SubClassOf 'mathematical function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000243
example weight
'example weight' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_004843
dataset role
'dataset role' SubClassOf http://purl.obolibrary.org/obo/BFO_0000023
http://www.ontodm.com/OntoDM-core/OntoDM_892395
data example
'data example' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://www.ontodm.com/OntoDM-core/OntoDM_000004
probability distribution ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'probability distribution ensemble' SubClassOf 'is_concretization_of' some 'probability distributions ensemble specification'
'probability distribution ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://www.ontodm.com/OntoDM-core/OntoDM_000016
'probability distribution ensemble' SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000125
integrated_average_squared_error
'integrated_average_squared_error' SubClassOf 'probability distribution evaluation function specification'
http://www.ontodm.com/OntoDM-core/OntoDM_001334
regression algorithm
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression task'
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression model'
'regression algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://www.ontodm.com/OntoDM-core/OntoDM_727807
multi-target binary classification dataset
'multi-target binary classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:tuple of boolean'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_611937
GC tree based HC algorithm for single path and non-mandatory leaf node prediction
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://www.ontodm.com/OntoDM-core/OntoDM_688833
regression model
'regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output:real'
'regression model' DisjointWith 'multi-class classification model'
'binary classification model' DisjointWith 'regression model'
'regression model' SubClassOf 'feature-based predictive model for primitive output'
http://www.ontodm.com/OntoDM-core/OntoDM_516954
output:sequence
'output:sequence' SubClassOf 'structure-based output data specification'
'output:sequence' SubClassOf 'is_about' some http://ontodm.com/OntoDT#OntoDT_648082
DisjointClasses: 'tuple output specification', 'set output specification output specification', 'output:sequence', 'labeled graph output specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000237
soft evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'soft evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft evaluation constraint' SubClassOf 'evaluation constraint'
http://www.ontodm.com/OntoDM-core/OntoDM_000238
http://www.ontodm.com/OntoDM-core/OntoDM_000238 SubClassOf 'description'
http://www.ontodm.com/OntoDM-core/OntoDM_000118
generalization quality
'discreteness' DisjointWith 'generalization quality'
'generalization quality' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://www.ontodm.com/OntoDM-core/OntoDM_000239
data selection query
'data selection query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000111
http://www.ontodm.com/OntoDM-core/OntoDM_000111 SubClassOf http://purl.obolibrary.org/obo/BFO_0000023
http://www.ontodm.com/OntoDM-core/OntoDM_000232
http://www.ontodm.com/OntoDM-core/OntoDM_000232 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from generalizations query')
http://www.ontodm.com/OntoDM-core/OntoDM_000232 SubClassOf http://www.ontodm.com/OntoDM-core/OntoDM_000290
http://www.ontodm.com/OntoDM-core/OntoDM_000232 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000232 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://www.ontodm.com/OntoDM-core/OntoDM_000232 SubClassOf 'has_specified_output' some 'DM-dataset'
http://www.ontodm.com/OntoDM-core/OntoDM_000112
clustering specification
'clustering specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
'clustering specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000078 DisjointWith 'clustering specification'
'clustering specification' SubClassOf 'single generalization specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000233
full fledged query
'full fledged query' SubClassOf 'query specification'
http://www.ontodm.com/OntoDM-core/OntoDM_000234
clustering execution
'probability distribution execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf 'generalization execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf 'realizes' some
('clustering ensemble' or 'clustering')
'clustering execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'clustering algorithm execution'
http://www.ontodm.com/OntoDM-core/OntoDM_000114
http://www.ontodm.com/OntoDM-core/OntoDM_000114 SubClassOf 'generalization quality'
http://www.ontodm.com/OntoDM-core/OntoDM_000235
predictive modelling task
'predictive modelling task' DisjointWith 'clustering task'
'predictive modelling task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'predictive modelling task'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
http://www.ontodm.com/OntoDM-core/OntoDM_419460
single generalization specification
'single generalization specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
http://ontodm.com/OntoDT#OntoDT_974622
http://www.ontodm.com/OntoDM-core/OntoDM_997152
generalization processing algorithm
'generalization processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://www.ontodm.com/OntoDM-core/OntoDM_232231
LCPN DAG based HC algorithm for multiple path prediction
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://www.ontodm.com/OntoDM-core/OntoDM_901970
LCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_490530
clusterings ensemble specification
'clusterings ensemble specification' SubClassOf 'ensemble specification'
'clusterings ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_464484
probability distribution estimation ensemble algorithm
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'probability distribution estimation ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distributions ensemble specification'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'probability distribution estimation ensemble algorithm' SubClassOf 'ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_616614
software toolkit
'software toolkit' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
'software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000010
http://kt.ijs.si/panovp/OntoDM#OntoDM_388961
LCL tree based HC algorithm for multiple path prediction
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCL tree based HC algorithm for multiple path prediction' SubClassOf 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_835948
output structured data specification
'output structured data specification' SubClassOf 'output data specification'
'output primitive data specification' DisjointWith 'output structured data specification'
'output structured data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_378476
http://kt.ijs.si/panovp/OntoDM#OntoDM_108244
multi-class classification algorithm
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification task'
'multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'multi-class classification algorithm' SubClassOf 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDT#OntoDT_596819
http://kt.ijs.si/panovp/OntoDM#OntoDM_748173
operator
'operator' SubClassOf 'agent role'
'operator' SubClassOf 'has_information' some 'parameter setting'
'operator' SubClassOf 'is_realized_by' some 'algorithm execution'
'operator' SubClassOf 'role_of' some 'algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_555011
LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
http://www.ifomis.org/bfo/1.1#Entity
http://kt.ijs.si/panovp/OntoDM#OntoDM_038162
data mining operator
'data mining operator' SubClassOf 'is_realized_by' some 'data mining algorithm execution'
'data mining operator' SubClassOf 'role_of' some 'data mining algorithm implementation'
'data mining operator' SubClassOf 'operator'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002 SubClassOf 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246002 SubClassOf 'is_about' some
(http://kt.ijs.si/panovp/OntoDT#OntoDT_591397 or http://kt.ijs.si/panovp/OntoDT#OntoDT_648082 or http://kt.ijs.si/panovp/OntoDT#OntoDT_699579 or http://kt.ijs.si/panovp/OntoDT#OntoDT_814373)
http://kt.ijs.si/panovp/OntoDM#OntoDM_548720
data mining source code module
'data mining source code module' SubClassOf http://purl.obolibrary.org/obo/IAO_0000096
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_295724
structure-based predictive modeling algorithm for structured output
'feature-based predictive modeling algorithm for structured output ' DisjointWith 'structure-based predictive modeling algorithm for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for structured output'
'structure-based predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_419544
information content entity quality
'information content entity quality' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Quality
http://www.ifomis.org/bfo/1.1/snap#Role
http://www.ifomis.org/bfo/1.1/snap#Role SubClassOf http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
http://kt.ijs.si/panovp/OntoDM#OntoDM_408772
LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_570767
multi-label classification algorithm
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-class classification model'
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'multi-label classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'multi-label classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-label classification task'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_257366
LCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_794067
feature-based time series prediction dataset
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'feature-based time series prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'feature-based time series prediction dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_829270
LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_843203 SubClassOf 'labeled dataset with primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_636213
multi-target multi-class classification dataset
'multi-target multi-class classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://www.ifomis.org/bfo/1.1/snap#Continuant
Continuant
'Continuant' SubClassOf http://www.ifomis.org/bfo/1.1#Entity
http://kt.ijs.si/panovp/OntoDM#OntoDM_716122
output boolean
'output boolean' SubClassOf 'is_about' value http://kt.ijs.si/panovp/OntoDT#OntoDT_991825
'output discrete' DisjointWith 'output boolean'
'output boolean' SubClassOf 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 SubClassOf 'unlabeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_609184
binary classification dataset
'binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
'binary classification dataset' SubClassOf 'flat classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_865023
multi-class classification model
'regression model' DisjointWith 'multi-class classification model'
'multi-class classification model' SubClassOf 'classification model'
'multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'binary classification model' DisjointWith 'multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_257039
flat classification dataset
'flat classification dataset' DisjointWith 'regression dataset'
'flat classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
'flat classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_201436
parameter specification
'parameter specification' SubClassOf 'specification entity'
'parameter specification' SubClassOf 'is_about' some 'parameter'
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602 SubClassOf 'labeled dataset with primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_537602 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_817028
multi-target predictive modelling algorithm
'multi-label classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction task'
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'multi-target predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_754841
GC tree based HC algorithm for multiple path and mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_512674
LCN tree based HC algorithm for single path prediction
'LCN tree based HC algorithm for single path prediction' SubClassOf 'LCN tree based HC algorithm'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_398436
GC tree based HC algorithm
'GC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_627978
multi-target binary decision tree
'multi-target binary decision tree' SubClassOf 'multi-target binary classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_419418
tree based HC algorithm
'tree based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'tree based HC algorithm' SubClassOf 'hierarchical classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_020420
LCPN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCPN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_225681
multi-target prediction model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'multi-target prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-target prediction model' DisjointWith 'time series prediction model'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-target prediction model' SubClassOf 'feature-based predictive model for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_145996
output tuple of boolean
'output tuple of boolean' SubClassOf 'output tuple of primitives'
'output tuple of boolean' SubClassOf 'is_about' value http://kt.ijs.si/panovp/OntoDT#OntoDT_991825
'output tuple of boolean' DisjointWith 'output tuple of discrete'
'output tuple of boolean' DisjointWith 'output tuple of real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_056700
DAG based HC task with multiple label paths and full depth labeling
'DAG based HC task with multiple label paths and full depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_361570
data processing algorithm
'data processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_316568
binary decision tree
'binary decision tree' SubClassOf 'binary classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_318626
pattern set ensemble specification
'pattern set ensemble specification' SubClassOf 'ensemble specification'
'pattern set ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://kt.ijs.si/panovp/OntoDM#OntoDM_651414
predicted dataset
'predicted dataset' SubClassOf 'DM-dataset'
'predicted dataset' SubClassOf 'is_specified_output_of' some 'predictive model execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_785336
structure based primitive output prediction task
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'structure based primitive output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
http://kt.ijs.si/panovp/OntoDM#OntoDM_544234
data mining software toolkit
'data mining software toolkit' SubClassOf 'software toolkit'
'data mining software toolkit' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining software '
http://kt.ijs.si/panovp/OntoDM#OntoDM_433774
language of markov chains
'language of markov chains' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_157687
structure-based predictive model for structured output
'structure-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'structure-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_908131
output labeled graph
'output labeled graph' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_591397
'output labeled graph' SubClassOf 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_960431
hirearchical classification dataset
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'hirearchical classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
'hirearchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output labeled graph'
'feature-based time series prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
http://www.ifomis.org/bfo/1.1/span#ProcessualEntity
http://kt.ijs.si/panovp/OntoDM#OntoDM_078701
transactional dataset
'transactional dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
'transactional dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_169891
http://kt.ijs.si/panovp/OntoDM#OntoDM_251508
LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247241
multi-label classification model
'multi-label classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-label classification model' SubClassOf 'feature-based predictive model for structured output'
'multi-target prediction model' DisjointWith 'multi-label classification model'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'multi-label classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613675
LCPN DAG based HC algorithm for single path prediction
'LCPN DAG based HC algorithm for single path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_982352
data mining workflow execution
'data mining workflow execution' SubClassOf 'realizes' some 'data mining workflow'
'data mining workflow execution' SubClassOf 'workflow execution'
'data mining workflow execution' SubClassOf 'achieves_planned_objective' some http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_419460
single generalization specification
'single generalization specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_901970
LCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_464319
LCN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_708865
representational medium specification
'representational medium specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_213136
GC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'GC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_728533
multi-target binary classification algorithm
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
'multi-target binary classification algorithm' SubClassOf 'multi-target classification algorithm'
'multi-target binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target binary classification model'
http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant
http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant SubClassOf 'Continuant'
http://kt.ijs.si/panovp/OntoDM#OntoDM_516954
output sequence
'output sequence' SubClassOf 'output structured data specification'
'output tuple of primitives' DisjointWith 'output sequence'
'output sequence' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_648082
'output set of primitives' DisjointWith 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_532190
language of neural nets
'language of neural nets' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_135761
GC DAG based HC algorithm for single path prediction
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'GC DAG based HC algorithm for single path prediction' SubClassOf 'GC DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_782155
LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for multiple path prediction'
'LCN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_882801
LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_155699
binary classification algorithm
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification task'
'binary classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'binary classification model'
'multi-class classification algorithm' DisjointWith 'binary classification algorithm'
'binary classification algorithm' SubClassOf 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_086891
LCL DAG based HC algorithm for single path and mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_688833
regression model
'regression model' DisjointWith 'multi-class classification model'
'binary classification model' DisjointWith 'regression model'
'regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'regression model' SubClassOf 'feature-based predictive model for primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_970232
Stacking
'Bagging' DisjointWith 'Stacking'
'Stacking' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Stacking'
'Boosting' DisjointWith 'Stacking'
'Random Forest' DisjointWith 'Stacking'
http://kt.ijs.si/panovp/OntoDM#OntoDM_572839
LCL tree based HC algorithm for single path and mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
'LCL tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_112772
classification model
'classification model' SubClassOf 'feature-based predictive model for primitive output'
'classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_485256
GC DAG based HC algorithm for multiple path prediction
'GC DAG based HC algorithm for multiple path prediction' SubClassOf 'GC DAG based HC algorithm'
'GC DAG based HC algorithm for single path prediction' DisjointWith 'GC DAG based HC algorithm for multiple path prediction'
'GC DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_826903
tree based HC task with multiple label paths
'tree based HC task with multiple label paths' SubClassOf 'tree based HC task'
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_208012
time-series prediction task
'time-series prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'time-series prediction task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_726490
mapping specification
'mapping specification' SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_510989
parameter setting
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000418 some 'parameter'
'parameter setting' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_510504
multi-label classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'time-series prediction task' DisjointWith 'multi-label classification task'
'multi-label classification task' SubClassOf 'feature-based structured output prediction task'
'multi-label classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_625176
evaluation algorithm implementation
'evaluation algorithm implementation' SubClassOf 'algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_694510
GC tree based HC algorithm for multiple path prediction
'GC tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'GC tree based HC algorithm for multiple path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_540049
LC tree based HC algorithm
'LC tree based HC algorithm' SubClassOf 'tree based HC algorithm'
'GC tree based HC algorithm' DisjointWith 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_328701
LCN DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_285570
workflow execution
'workflow execution' SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
'workflow execution' SubClassOf 'realizes' some 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_616457
language of decision rules
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
'language of decision rules' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM.owl#OntoDM_718446
structure-based prectictive modeling algorithm for primitive output
'structure-based prectictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' DisjointWith 'structure-based prectictive modeling algorithm for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure-based predictive model for primitive output'
'structure-based prectictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'structure based primitive output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247286
agent role
'agent role' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_793930
LCL tree based HC algorithm
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCL tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
'LCN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_462575
time-series predictive modelling algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time-series prediction task'
'time-series predictive modelling algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
'time-series predictive modelling algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'time-series predictive modelling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'time series prediction model'
'time-series predictive modelling algorithm' DisjointWith 'multi-label classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_731692
single generalization algorithm
'single generalization algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'single generalization algorithm' SubClassOf 'data mining algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_874928
LCN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCN DAG based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN DAG based HC algorithm for single path and mandatory leaf node prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN DAG based HC algorithm for single path prediction'
'LCN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDT#OntoDT_018988
http://kt.ijs.si/panovp/OntoDM#OntoDM_722523
multi-target classification algorithm
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification model'
'multi-target classification algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692551
LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'LCL DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCL DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_182357
data mining scenario
'data mining scenario' SubClassOf 'scenario'
http://kt.ijs.si/panovp/OntoDM#OntoDM_813772
language of bayesian nets
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
'language of bayesian nets' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM#OntoDM_112569
algorithm implementation
'algorithm implementation' SubClassOf 'is_concretization_of' some http://purl.obolibrary.org/obo/IAO_0000064
'algorithm implementation' SubClassOf 'has_quality' some 'parameter'
'algorithm implementation' SubClassOf 'plan'
'algorithm implementation' DisjointWith 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_136533
multi-target regression tree
'multi-target regression tree' SubClassOf 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_036834
LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_603253
scenario
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000302
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'scenario title'
'scenario' SubClassOf 'protocol'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
'scenario' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000238
http://kt.ijs.si/panovp/OntoDM#OntoDM_718392
DAG based HC task with multiple label paths and partial depth labeling
'DAG based HC task with multiple label paths and partial depth labeling' SubClassOf 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths and full depth labeling' DisjointWith 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDT#OntoDT_608148
http://kt.ijs.si/panovp/OntoDM#OntoDM_000302
optimization function
'optimization function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_003932
predictive model for primitive output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
'predictive model for primitive output' SubClassOf 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_975727
LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000306
probability distribution estimation algorithm execution
'probability distribution estimation algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('probability distribution estimation algorithm' or 'probability distribution estimation ensemble algorithm'))
'probability distribution estimation algorithm execution' SubClassOf 'data mining algorithm execution'
'probability distribution estimation algorithm execution' SubClassOf 'has_specified_output' some
('probability distribution ensemble' or http://kt.ijs.si/panovp/OntoDM#OntoDM_000016)
'probability distribution estimation algorithm execution' SubClassOf 'achieves_planned_objective' some 'probability distribution estimation task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_776589
pattern discovery evaluation
OntoDM_776589
'OntoDM_776589' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDT#OntoDT_648082
http://kt.ijs.si/panovp/OntoDM#OntoDM_541005
multi-label classification dataset
'multi-label classification dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
'multi-label classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output set of discrete'
'multi-label classification dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-label classification dataset' DisjointWith 'hirearchical classification dataset'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000300
generalizations and data from data query
'generalizations and data from data query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_311225
DAG based HC algorithm
'DAG based HC algorithm' SubClassOf 'hierarchical classification algorithm'
'DAG based HC algorithm' DisjointWith 'tree based HC algorithm'
'DAG based HC algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_278835
output sequence of discrete
'output sequence of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_596819
'output sequence of discrete' DisjointWith 'output sequence of reals'
'output sequence of discrete' SubClassOf 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_382943
predictive modeling algorithm for primitive output
'predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for primitive output'
'predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_147247
algorithm execution
'algorithm execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_agent some 'computer'
'algorithm execution' SubClassOf 'information processing'
'algorithm execution' SubClassOf 'realizes' some 'operator'
http://kt.ijs.si/panovp/OntoDM#OntoDM_661861
structure based structured output prediction task
DisjointClasses: 'structure based structured output prediction task'
'structure based structured output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_837886
regression task
'flat classification task' DisjointWith 'regression task'
'regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'regression task' SubClassOf 'feature-based primitive output prediction task'
http://kt.ijs.si/panovp/OntoDT#OntoDT_699579
http://kt.ijs.si/panovp/OntoDM#OntoDM_542264
tree based HC task
'tree based HC task' SubClassOf 'hirearchical classification task'
'tree based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tree'
'DAG based HC task' DisjointWith 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_693227
description
'description' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://kt.ijs.si/panovp/OntoDM#OntoDM_930862
tree based HC task with multiple label paths and partial depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and partial depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_620805
DAG based HC task with single label paths and full depth labeling
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
'DAG based HC task with single label paths and full depth labeling' SubClassOf 'DAG based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_171503
flat classification algorithm
'flat classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'flat classification task'
'flat classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'classification model'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_308048
tree-based hierarchical classification dataset
'tree-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
'tree-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tree'
http://kt.ijs.si/panovp/OntoDM#OntoDM_942737
LC DAG based HC algorithm
'GC DAG based HC algorithm' DisjointWith 'LC DAG based HC algorithm'
'LC DAG based HC algorithm' SubClassOf 'DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_150825
output discrete
'output discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_379444
'output discrete' DisjointWith 'output boolean'
'output discrete' DisjointWith 'output tuple of real'
'output discrete' DisjointWith 'output real'
'output discrete' SubClassOf 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_535716
probability distributions ensemble specification
'probability distributions ensemble specification' SubClassOf 'ensemble specification'
'probability distributions ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_622093
LCL tree based HC algorithm for multiple path and mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and full depth labeling'
'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_180345
LCN DAG based HC algorithm for multiple path prediction
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_917475
evaluation algorithm execution
'evaluation algorithm execution' SubClassOf 'algorithm execution'
http://kt.ijs.si/panovp/OntoDT#OntoDT_591397
http://kt.ijs.si/panovp/OntoDM#OntoDM_936293
output tuple of real
'output tuple of real' SubClassOf 'output tuple of primitives'
'output discrete' DisjointWith 'output tuple of real'
'output tuple of real' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_150012
'output tuple of boolean' DisjointWith 'output tuple of real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_938471
data example specification
'data example specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_368779
predictive modelling ensemble algorithm
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'predictive modelling ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive models ensemble specification'
'predictive modelling ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_191108
output real
'output real' DisjointWith 'output tuple of discrete'
'output real' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_150012
'output real' SubClassOf 'output primitive data specification'
'output discrete' DisjointWith 'output real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_114697
multi-target prediction task
'multi-target prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-target prediction task' SubClassOf 'feature-based structured output prediction task'
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'multi-target prediction task' DisjointWith 'time-series prediction task'
'multi-target prediction task' DisjointWith 'multi-label classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_919659
LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LPCN tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LPCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_741571
output primitive data specification
'output primitive data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature specification'
'output primitive data specification' DisjointWith 'output structured data specification'
'output primitive data specification' SubClassOf 'output data specification'
'output primitive data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_018988
http://kt.ijs.si/panovp/OntoDM#OntoDM_686944
regression dataset
'regression dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_537602
'flat classification dataset' DisjointWith 'regression dataset'
'regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
http://kt.ijs.si/panovp/OntoDM#OntoDM_640624
hierarchical classification decision tree
'hierarchical classification decision tree' SubClassOf 'hirearchical classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_941659
constraint based data mining task
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'constraint specification'
'constraint based data mining task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
'constraint based data mining task' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_101020
tag
'tag' SubClassOf http://purl.obolibrary.org/obo/IAO_0000009
http://kt.ijs.si/panovp/OntoDM#OntoDM_429658
clustering ensemble algorithm
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering ensemble'
'clustering ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'predictive modelling ensemble algorithm' DisjointWith 'clustering ensemble algorithm'
'clustering ensemble algorithm' SubClassOf 'ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'probability distribution estimation ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_918795
probability distribution evaliuation
'probability distribution evaliuation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_669483
LCL tree based HC algorithm for single path prediction
'LCL tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
'LCL tree based HC algorithm for single path prediction' SubClassOf 'LCL tree based HC algorithm'
'LCL tree based HC algorithm for multiple path prediction' DisjointWith 'LCL tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_931732
hirearchical classification task
'multi-label classification task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output DAG' or 'output tree')
'multi-target prediction task' DisjointWith 'hirearchical classification task'
'hirearchical classification task' SubClassOf 'feature-based structured output prediction task'
'time-series prediction task' DisjointWith 'hirearchical classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_208659
binary classification task
'binary classification task' SubClassOf 'flat classification task'
'binary classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
'binary classification task' DisjointWith 'multi-class classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_207566
feature-based predictive model for primitive output
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'feature-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
'feature-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_910828
Boosting
'Random Subspaces' DisjointWith 'Boosting'
'Random Forest' DisjointWith 'Boosting'
'Boosting' SubClassOf 'predictive modelling ensemble algorithm'
'Boosting' DisjointWith 'Stacking'
'Bagging' DisjointWith 'Boosting'
http://www.ifomis.org/bfo/1.1/span#Occurrent
http://www.ifomis.org/bfo/1.1/span#Occurrent SubClassOf http://www.ifomis.org/bfo/1.1#Entity
http://kt.ijs.si/panovp/OntoDM#OntoDM_629944
labeled dataset with structured output
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
'labeled dataset with structured output' SubClassOf 'labeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_452759
Bagging
'Bagging' DisjointWith 'Stacking'
'Bagging' DisjointWith 'Random Forest'
'Bagging' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Bagging'
'Bagging' DisjointWith 'Boosting'
http://kt.ijs.si/panovp/OntoDM#OntoDM_357792
Random Subspaces
'Random Subspaces' DisjointWith 'Random Forest'
'Random Subspaces' DisjointWith 'Stacking'
'Random Subspaces' SubClassOf 'predictive modelling ensemble algorithm'
'Random Subspaces' DisjointWith 'Boosting'
'Random Subspaces' DisjointWith 'Bagging'
http://kt.ijs.si/panovp/OntoDT#OntoDT_487147
http://kt.ijs.si/panovp/OntoDM#OntoDM_231548
multi-target binary classification
'multi-target binary classification' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
'multi-target binary classification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_608558 SubClassOf 'unlabeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_169891 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_608558
http://kt.ijs.si/panovp/OntoDM#OntoDM_372936
labeled dataset
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'labeled dataset' SubClassOf 'dataset specification'
'labeled dataset' DisjointWith 'unlabeled dataset'
'labeled dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_491182
DAG based HC task
'DAG based HC task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output DAG'
'DAG based HC task' SubClassOf 'hirearchical classification task'
'DAG based HC task' DisjointWith 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000114
http://kt.ijs.si/panovp/OntoDM#OntoDM_000114 SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000235
predictive modelling task
'predictive modelling task' DisjointWith 'clustering task'
'predictive modelling task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'predictive modelling task'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
'predictive modelling task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000238
http://kt.ijs.si/panovp/OntoDM#OntoDM_000238 SubClassOf 'description'
http://kt.ijs.si/panovp/OntoDM#OntoDM_585235
LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_941793
feature-based predictive modeling algorithm for primitive output
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf 'predictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' DisjointWith 'structure-based prectictive modeling algorithm for primitive output'
'feature-based predictive modeling algorithm for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based primitive output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000237
soft evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'soft evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft evaluation constraint' SubClassOf 'evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000118
generalization quality
'discreteness' DisjointWith 'generalization quality'
'generalization quality' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000239
data selection query
'data selection query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_107836
hirearchical classification model
'hirearchical classification model' DisjointWith 'multi-target prediction model'
'hirearchical classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output labeled graph'
'hirearchical classification model' DisjointWith 'multi-label classification model'
'hirearchical classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' SubClassOf 'feature-based predictive model for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_467074
LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for multiple path prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for multiple path and mandatory leaf node prediction'
'LCPN DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000111
http://kt.ijs.si/panovp/OntoDM#OntoDM_000111 SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from generalizations query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000232 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958 SubClassOf 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_600958 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://www.ifomis.org/bfo/1.1/snap#DependentContinuant SubClassOf 'Continuant'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000234
clustering execution
'probability distribution execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf 'generalization execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'clustering execution'
'clustering execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'clustering algorithm execution'
'clustering execution' SubClassOf 'realizes' some
('clustering ensemble' or 'clustering')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000112
clustering specification
'clustering specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'clustering specification'
'clustering specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'clustering specification' SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000233
full fledged query
'full fledged query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDT#OntoDT_645869
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDT#OntoDT_377271
http://kt.ijs.si/panovp/OntoDM#OntoDM_675141 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_549140
LCPN tree based HC algorithm
'LCN tree based HC algorithm' DisjointWith 'LCPN tree based HC algorithm'
'LCPN tree based HC algorithm' DisjointWith 'LCL tree based HC algorithm'
'LCPN tree based HC algorithm' SubClassOf 'LC tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_727807
multi-target binary classification dataset
'multi-target binary classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
'multi-target binary classification dataset' SubClassOf 'multi-target classification dataset'
'multi-target multi-class classification dataset' DisjointWith 'multi-target binary classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_246907
tree based HC task with single label paths and partial depth labeling
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
'tree based HC task with single label paths and partial depth labeling' SubClassOf 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000247
descriptive data specification
'descriptive data specification' SubClassOf 'data specification'
'descriptive data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'descriptive specification'
'output data specification' DisjointWith 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_860244
dataset quality
'dataset quality' SubClassOf 'information content entity quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000004
probability distribution ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'probability distribution ensemble' SubClassOf 'is_concretization_of' some 'probability distributions ensemble specification'
'probability distribution ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000016
'probability distribution ensemble' SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000125
integrated_average_squared_error
'integrated_average_squared_error' SubClassOf 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_838789
LCL DAG based HC algorithm for single path prediction
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for single path prediction' SubClassOf 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000128
feature set specification
'feature set specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature specification'
'feature set specification' SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000249
evaluation constraint
'language constraint' DisjointWith 'evaluation constraint'
'evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'evaluation function specification'
'evaluation constraint' SubClassOf 'primitive constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'realizes' some ('is_concretization_of' some 'generalization selection query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000006 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000127
clustering algorithm execution
'clustering algorithm execution' SubClassOf 'has_specified_output' some
('clustering ensemble' or 'clustering')
'clustering algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('clustering algorithm' or 'clustering ensemble algorithm'))
'clustering algorithm execution' SubClassOf 'achieves_planned_objective' some 'clustering task'
'clustering algorithm execution' SubClassOf 'data mining algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000009
probability distribution representation
'probability distribution representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000008
prototype
'prototype' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000001
predictive models ensemble
'predictive models ensemble' DisjointWith 'probability distribution ensemble'
'predictive models ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' SubClassOf 'is_concretization_of' some 'predictive models ensemble specification'
'predictive models ensemble' SubClassOf 'ensemble of generalizations'
'predictive models ensemble' DisjointWith 'clustering ensemble'
'predictive models ensemble' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000122
combining function
'combining function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000243
example weight
'example weight' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_004843
information content entity role
'information content entity role' SubClassOf http://www.ifomis.org/bfo/1.1/snap#Role
http://kt.ijs.si/panovp/OntoDM#OntoDM_000000
prediction_error
'prediction_error' SubClassOf 'has_information' some 'cost function'
'prediction_error' SubClassOf 'predictive model evaluation function specification'
'prediction_error' SubClassOf 'has_information' some 'distance function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000121
bag
'bag' SubClassOf 'DM-dataset'
'bag' SubClassOf 'is_specified_output_of' some 'bootstrap sampling process'
http://kt.ijs.si/panovp/OntoDM#OntoDM_057491
DAG based HC task with single label paths
'DAG based HC task with single label paths' SubClassOf 'DAG based HC task'
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_001334
regression algorithm
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression task'
'regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'regression model'
'regression algorithm' SubClassOf 'feature-based predictive modeling algorithm for primitive output'
'regression algorithm' DisjointWith 'flat classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_565974
multi-target regression dataset
'multi-target regression dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of real'
'multi-target regression dataset' SubClassOf 'multi-target prediction dataset'
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_849533
labeled dataset with primitive output
'labeled dataset with primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
'labeled dataset with structured output' DisjointWith 'labeled dataset with primitive output'
'labeled dataset with primitive output' SubClassOf 'labeled dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_849657
GC DAG based HC algorithm for single path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and partial depth labeling'
'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_U1_858511
evaluation workflow
'evaluation workflow' SubClassOf 'data mining workflow'
'evaluation workflow' SubClassOf 'is_concretization_of' some http://kt.ijs.si/panovp/OntoDM#OntoDM_279507
http://kt.ijs.si/panovp/OntoDT#OntoDT_150012
http://kt.ijs.si/panovp/OntoDM#OntoDM_771971
GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for multiple path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_642324
language of decision trees
'language of decision trees' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'is_specified_output_of' some 'probability distribution estimation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 SubClassOf 'is_concretization_of' some 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000137
constraint specification
'constraint specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000258
background knowledge representation
'background knowledge representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000015
clustering ensemble
'clustering ensemble' DisjointWith 'pattern set ensemble'
'clustering ensemble' SubClassOf 'ensemble of generalizations'
'probability distribution ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf 'is_concretization_of' some 'clusterings ensemble specification'
'clustering ensemble' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
'predictive models ensemble' DisjointWith 'clustering ensemble'
'clustering ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000017
test set role
'test set role' DisjointWith 'train set role'
'test set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' SubClassOf 'is_realized_by' some 'predictive model execution'
'test set role' SubClassOf 'information content entity role'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000259
pattern discovery evaluation function specification
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'pattern discovery evaluation function specification' SubClassOf 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_319168
LCL DAG based HC algorithm for multiple path prediction
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
'LCL DAG based HC algorithm for multiple path prediction' DisjointWith 'LCL DAG based HC algorithm for single path prediction'
'LCL DAG based HC algorithm for multiple path prediction' SubClassOf 'LCL DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000250
pattern representation
'pattern representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000130
parameter
'parameter' SubClassOf 'information content entity quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000011
distance functions set
'distance functions set' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000132
background knowledge
'background knowledge' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_000253
probability distribution estimation algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution estimation task'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'probability distribution estimation algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'probability distribution specification'
'probability distribution estimation algorithm' SubClassOf 'single generalization algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000014
evaluation function specification
'evaluation function specification' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000256
generalization representation
'generalization representation' SubClassOf 'is_about' some 'generalization'
'generalization representation' SubClassOf 'representation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000134
clustering_algorithm_implementation
'clustering_algorithm_implementation' SubClassOf 'is_realized_by' some 'clustering algorithm execution'
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'is_concretization_of' some 'clustering algorithm'
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'clustering_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000255
cross validation sampling process
'cross validation sampling process' SubClassOf 'dataset sampling'
'cross validation sampling process' SubClassOf 'has_specified_output' some 'fold'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
'cross validation sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_746568
multi-target prediction dataset
'multi-target prediction dataset' DisjointWith 'hirearchical classification dataset'
'multi-target prediction dataset' DisjointWith 'feature-based time series prediction dataset'
'multi-target prediction dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of primitives'
'multi-label classification dataset' DisjointWith 'multi-target prediction dataset'
'multi-target prediction dataset' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_733255
multi-target classification task
'multi-target classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target classification task' SubClassOf 'multi-target prediction task'
'multi-target regression task' DisjointWith 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000027
output data specification
'output data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part value 'output specification'
'output data specification' SubClassOf 'data specification'
'output data specification' DisjointWith 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000269
train set role
'train set role' SubClassOf 'role_of' some 'DM-dataset'
'test set role' DisjointWith 'train set role'
'train set role' SubClassOf 'information content entity role'
'train set role' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_U1_059913
evaluation workflow execution
'evaluation workflow execution' SubClassOf 'realizes' some 'evaluation workflow'
'evaluation workflow execution' SubClassOf 'data mining workflow execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000029
predictive model evaluation function specification
'predictive model evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'predictive model evaluation function specification' SubClassOf 'evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 SubClassOf 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_242219 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output primitive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000149
holdout sampling process
'holdout sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'holdout sampling process' DisjointWith 'cross validation sampling process'
http://kt.ijs.si/panovp/OntoDM#OntoDM_783954
multi-target classification dataset
'multi-target classification dataset' SubClassOf 'multi-target prediction dataset'
'multi-target classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target regression dataset' DisjointWith 'multi-target classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000140
dataset representation
'dataset representation' SubClassOf 'representation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000261
knowledge_discovery_scenario_objective
'knowledge_discovery_scenario_objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_067028
multi-target binary classification model
'multi-target binary classification model' SubClassOf 'multi-target classification model'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
'multi-target binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000260
N fold validation evaluation process
'N fold validation evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000021
complex constraint
'complex constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'primitive constraint'
'complex constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000142
aggregate function
'aggregate function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'is_concretization_of' some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
http://kt.ijs.si/panovp/OntoDM#OntoDM_000144
DM-dataset
'DM-dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data example'
'DM-dataset' SubClassOf 'has_quality' some 'dataset quality'
'DM-dataset' SubClassOf 'has_representation' some 'dataset representation'
'DM-dataset' SubClassOf http://purl.obolibrary.org/obo/IAO_0000100
http://kt.ijs.si/panovp/OntoDM#OntoDM_000265
probability_distribution_estimation_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_realized_by' some 'probability distribution estimation algorithm execution'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'is_concretization_of' some 'probability distribution estimation algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_353154
LCN tree based HC algorithm for single path and mandatory leaf node prediction
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000022
pattern quality
'pattern quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000143
dataset sampling
'dataset sampling' SubClassOf 'information processing'
'dataset sampling' SubClassOf 'achieves_planned_objective' some 'sampling_objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000264
clustering task
'predictive modelling task' DisjointWith 'clustering task'
'clustering task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'clustering task' SubClassOf 'data mining task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'clustering task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_528443
LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for multiple path and mandatory leaf node prediction'
'LCL tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000145
constraint threshold
'constraint threshold' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000266
selection composition of generalizations query
'selection composition of generalizations query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000309
predictive model execution
'probability distribution execution' DisjointWith 'predictive model execution'
'clustering execution' DisjointWith 'predictive model execution'
'pattern set execution' DisjointWith 'predictive model execution'
'predictive model execution' SubClassOf 'realizes' some
('predictive models ensemble' or 'predictive model')
'predictive model execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'predictive modelling algorithm execution'
'predictive model execution' SubClassOf 'generalization execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_871327
predictive modeling algorithm for structured output
'predictive modeling algorithm for structured output' SubClassOf 'predictive modeling algorithm'
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'predictive modeling algorithm for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model for structured output'
'predictive modeling algorithm for primitive output' DisjointWith 'predictive modeling algorithm for structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_942569
structure-based predictive model for primitive output
'feature-based predictive model for primitive output' DisjointWith 'structure-based predictive model for primitive output'
'structure-based predictive model for primitive output' SubClassOf 'predictive model for primitive output'
'structure-based predictive model for primitive output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_246002
http://www.ifomis.org/bfo/1.1/snap#Quality
http://www.ifomis.org/bfo/1.1/snap#Quality SubClassOf http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_666475 SubClassOf 'labeled dataset with structured output'
http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant SubClassOf http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_817888
data mining workflow
'data mining workflow' SubClassOf 'is_concretization_of' some 'data mining scenario'
'data mining workflow' SubClassOf 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_519526
GC tree based HC algorithm for single path and mandatory leaf node prediction
'GC tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000316
clustering
'clustering' SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'clustering'
'clustering' SubClassOf 'is_concretization_of' some 'clustering specification'
'clustering' SubClassOf 'is_specified_output_of' some 'clustering algorithm execution'
'predictive model' DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDT#OntoDT_521859
http://kt.ijs.si/panovp/OntoDM#OntoDM_205203
feature-based primitive output prediction task
'feature-based primitive output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_242219
'feature-based primitive output prediction task' DisjointWith 'structure based primitive output prediction task'
'feature-based primitive output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_997152
generalization processing algorithm
'generalization processing algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_611937
GC tree based HC algorithm for single path and non-mandatory leaf node prediction
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'GC tree based HC algorithm for single path prediction'
'GC tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'GC tree based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC tree based HC algorithm for single path and non-mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_369100
multi-class decision tree
'multi-class decision tree' SubClassOf 'multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_368254
time series prediction model
'time series prediction model' SubClassOf 'feature-based predictive model for structured output'
'multi-target prediction model' DisjointWith 'time series prediction model'
'time series prediction model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output sequence of reals'
'multi-label classification model' DisjointWith 'time series prediction model'
'hirearchical classification model' DisjointWith 'time series prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_373964
tree based HC task with multiple label paths and full depth labeling
'tree based HC task with multiple label paths and full depth labeling' DisjointWith 'tree based HC task with multiple label paths and partial depth labeling'
'tree based HC task with multiple label paths and full depth labeling' SubClassOf 'tree based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000207
discrete
'discrete' SubClassOf 'discreteness'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000209
data transformation with generalization query
'data transformation with generalization query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_730046
LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'LCN tree based HC algorithm for multiple path prediction'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths and partial depth labeling'
'LCN tree based HC algorithm for multiple path and non-mandatory leaf node prediction' DisjointWith 'LCN tree based HC algorithm for multiple path and mandatory leaf node prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000201
not_discrete
'not_discrete' SubClassOf 'discreteness'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000200
prototype function
'prototype function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature set specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_521859
http://kt.ijs.si/panovp/OntoDM#OntoDM_379153 DisjointWith http://kt.ijs.si/panovp/OntoDM#OntoDM_675141
http://kt.ijs.si/panovp/OntoDM#OntoDM_279507
http://kt.ijs.si/panovp/OntoDM#OntoDM_279507 SubClassOf 'data mining scenario'
http://kt.ijs.si/panovp/OntoDM#OntoDM_831808
feature-based predictive modeling algorithm for structured output
'feature-based predictive modeling algorithm for structured output ' DisjointWith 'structure-based predictive modeling algorithm for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf 'predictive modeling algorithm for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based predictive model for structured output'
'feature-based predictive modeling algorithm for structured output ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'feature-based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_495960
multi-target classification model
'multi-target classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output tuple of boolean' or 'output tuple of discrete')
'multi-target classification model' SubClassOf 'multi-target prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_815320
multi-target multi-class classification task
'multi-target multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification task' SubClassOf 'multi-target classification task'
'multi-target binary classification' DisjointWith 'multi-target multi-class classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_470460
LPCN tree based HC algorithm for single path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for single path prediction' SubClassOf 'LCPN tree based HC algorithm'
'LPCN tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000214
draft
'draft' SubClassOf 'status'
http://kt.ijs.si/panovp/OntoDM#OntoDM_481568
multi-target multi-class classification model
'multi-target multi-class classification model' SubClassOf 'multi-target classification model'
'multi-target binary classification model' DisjointWith 'multi-target multi-class classification model'
'multi-target multi-class classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of discrete'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDT#OntoDT_814373
http://kt.ijs.si/panovp/OntoDM#OntoDM_000219
clustering evaluation function specification
'predictive model evaluation function specification' DisjointWith 'clustering evaluation function specification'
'clustering evaluation function specification' SubClassOf 'evaluation function specification'
'clustering evaluation function specification' DisjointWith 'pattern discovery evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_474912
LCL tree based HC algorithm for single path and non-mandatory leaf node prediction
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LCL tree based HC algorithm for single path and mandatory leaf node prediction'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and partial depth labeling'
'LCL tree based HC algorithm for single path and non-mandatory leaf node prediction' SubClassOf 'LCL tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000212
language constraint
'language constraint' SubClassOf 'primitive constraint'
'language constraint' DisjointWith 'evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000333
itemized list
'itemized list' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://kt.ijs.si/panovp/OntoDM#OntoDM_757640
multi-target multi-class classification algorithm
'multi-target multi-class classification algorithm' SubClassOf 'multi-target classification algorithm'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification model'
'multi-target multi-class classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target multi-class classification task'
'multi-target binary classification algorithm' DisjointWith 'multi-target multi-class classification algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_099826
predictive models ensemble specification
'predictive models ensemble specification' SubClassOf 'ensemble specification'
'predictive models ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_721008
Random Forest
'Random Subspaces' DisjointWith 'Random Forest'
'Bagging' DisjointWith 'Random Forest'
'Random Forest' DisjointWith 'Boosting'
'Random Forest' SubClassOf 'predictive modelling ensemble algorithm'
'Random Forest' DisjointWith 'Stacking'
http://kt.ijs.si/panovp/OntoDM#OntoDM_104594
LCN DAG based HC algorithm for single path prediction
'LCN DAG based HC algorithm for single path prediction' SubClassOf 'LCN DAG based HC algorithm'
'LCN DAG based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths'
'LCN DAG based HC algorithm for single path prediction' DisjointWith 'LCN DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_944653
data mining software
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000096
'data mining software ' SubClassOf 'is_manufactured_by' some http://purl.obolibrary.org/obo/OBI_0000245
'data mining software ' SubClassOf http://purl.obolibrary.org/obo/IAO_0000010
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000025
'data mining software ' SubClassOf 'is_about' some 'data mining algorithm implementation'
'data mining software ' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000129
http://kt.ijs.si/panovp/OntoDM#OntoDM_000103
hard language cost function constraint
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'hard language cost function constraint' SubClassOf 'language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000224
generalization selection query
'generalization selection query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000106
scoring function
'scoring function' SubClassOf 'mathematical function specification'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'language cost function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'combining function'
'scoring function' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part only 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000105
distance
'distance' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000229
data mining algorithm implementation
'data mining algorithm implementation' SubClassOf 'algorithm implementation'
'data mining algorithm implementation' SubClassOf 'is_concretization_of' some 'data mining algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000107
penalty function
'penalty function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000228
predictive model specification
'predictive model specification' DisjointWith 'probability distribution specification'
'clustering specification' DisjointWith 'predictive model specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'predictive model specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output data specification'
'predictive model specification' SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000109
sampling_objective
'sampling_objective' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_860584
pattern discovery ensemble algorithm
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern set ensemble specification'
'probability distribution estimation ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'pattern discovery ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'pattern discovery ensemble algorithm' SubClassOf 'ensemble algorithm'
'predictive modelling ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
'clustering ensemble algorithm' DisjointWith 'pattern discovery ensemble algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000100
discreteness
'discreteness' DisjointWith 'generalization quality'
'discreteness' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_892395
data example
'data example' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_913132
multi-class classification task
'multi-class classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'binary classification task' DisjointWith 'multi-class classification task'
'multi-class classification task' SubClassOf 'flat classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000102
probability distribution execution
'probability distribution execution' DisjointWith 'predictive model execution'
'probability distribution execution' DisjointWith 'clustering execution'
'probability distribution execution' DisjointWith 'pattern set execution'
'probability distribution execution' SubClassOf 'realizes' some
('probability distribution ensemble' or http://kt.ijs.si/panovp/OntoDM#OntoDM_000016)
'probability distribution execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'probability distribution estimation algorithm execution'
'probability distribution execution' SubClassOf 'generalization execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000223
clustering representation
'clustering representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000101
soft language cost function constraint
'soft language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'penalty function'
'soft language cost function constraint' DisjointWith 'hard language cost function constraint'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'soft language cost function constraint' SubClassOf 'language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000343
generalization
'generalization' SubClassOf http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
'generalization' SubClassOf 'is_specified_output_of' some 'data mining algorithm execution'
'generalization' SubClassOf 'is_concretization_of' some 'generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_900172
GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and partial depth labeling'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000070
evaluation datum
'evaluation datum' SubClassOf 'is_specified_output_of' some 'generalization evaluation'
'evaluation datum' SubClassOf http://purl.obolibrary.org/obo/IAO_0000027
http://kt.ijs.si/panovp/OntoDM#OntoDM_000191
database
'database' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_000072
clustering algorithm
'clustering algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering task'
'clustering algorithm' SubClassOf 'single generalization algorithm'
'clustering algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'clustering specification'
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_636747
multi-class classification dataset
'multi-class classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output discrete'
'multi-class classification dataset' SubClassOf 'flat classification dataset'
'binary classification dataset' DisjointWith 'multi-class classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000071
representation
'representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDM#OntoDM_000192
pattern discovery algorithm
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
'pattern discovery algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'pattern discovery algorithm' DisjointWith 'probability distribution estimation algorithm'
'pattern discovery algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'pattern discovery task'
'clustering algorithm' DisjointWith 'pattern discovery algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_818411
GC DAG based HC algorithm for single path and mandatory leaf node prediction
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
'GC DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_232231
LCPN DAG based HC algorithm for multiple path prediction
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf 'LCPN DAG based HC algorithm'
'LCPN DAG based HC algorithm for multiple path prediction' DisjointWith 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_879928
unlabeled dataset
'labeled dataset' DisjointWith 'unlabeled dataset'
'unlabeled dataset' SubClassOf 'dataset specification'
http://www.ifomis.org/bfo/1.1/snap#RealizableEntity
http://www.ifomis.org/bfo/1.1/snap#RealizableEntity SubClassOf http://www.ifomis.org/bfo/1.1/snap#SpecificallyDependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_300937
GC tree based HC algorithm for single path prediction
'GC tree based HC algorithm for single path prediction' SubClassOf 'GC tree based HC algorithm'
'GC tree based HC algorithm for single path prediction' DisjointWith 'GC tree based HC algorithm for multiple path prediction'
'GC tree based HC algorithm for single path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000195
training set evaluation process
'training set evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000076
single generalization
'single generalization' SubClassOf 'generalization'
'single generalization' SubClassOf 'is_concretization_of' some 'single generalization specification'
'ensemble of generalizations' DisjointWith 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000197
data creation query
'data creation query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000075 SubClassOf 'realizes' some ('is_concretization_of' some 'selection composition of generalizations query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000196
algorithm_component_specification
'algorithm_component_specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_583334
multi-target regression model
'multi-target regression model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output tuple of real'
'multi-target regression model' SubClassOf 'multi-target prediction model'
'multi-target multi-class classification model' DisjointWith 'multi-target regression model'
'multi-target binary classification model' DisjointWith 'multi-target regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'clustering specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'predictive model specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 SubClassOf 'single generalization specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000199
cost function
'cost function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_730934
evaluation algorithm
'evaluation algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
http://kt.ijs.si/panovp/OntoDM#OntoDM_000081
mean_squared_error
'mean_squared_error' SubClassOf 'prediction_error'
http://kt.ijs.si/panovp/OntoDT#OntoDT_878284
http://kt.ijs.si/panovp/OntoDM#OntoDM_559103
tree based HC task with single label paths
'tree based HC task with single label paths' DisjointWith 'tree based HC task with multiple label paths'
'tree based HC task with single label paths' SubClassOf 'tree based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000085
predictive_modeling_algorithm_implementation
'predictive_modeling_algorithm_implementation' SubClassOf 'is_realized_by' some 'predictive modelling algorithm execution'
'predictive_modeling_algorithm_implementation' SubClassOf 'is_concretization_of' some 'predictive modeling algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'probability_distribution_estimation_algorithm_implementation'
'predictive_modeling_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'clustering_algorithm_implementation'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000084
generalization evaluation
'generalization evaluation' SubClassOf http://purl.obolibrary.org/obo/OBI_0302911
http://kt.ijs.si/panovp/OntoDM#OntoDM_000087
probability distribution estimation task
'probability distribution estimation task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
'probability distribution estimation task' SubClassOf 'data mining task'
'probability distribution estimation task' DisjointWith 'predictive modelling task'
'probability distribution estimation task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000089
language cost function constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'language cost function constraint' SubClassOf 'language constraint'
'language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'language cost function'
http://kt.ijs.si/panovp/OntoDM#OntoDM_139258
multi-label decision tree
'multi-label decision tree' SubClassOf 'multi-label classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_281640
DAG based HC task with single label paths and partial depth labeling
'DAG based HC task with single label paths and partial depth labeling' SubClassOf 'DAG based HC task with single label paths'
'DAG based HC task with single label paths and partial depth labeling' DisjointWith 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000092
pattern discovery task
'pattern discovery task' DisjointWith 'predictive modelling task'
'pattern discovery task' DisjointWith 'clustering task'
'probability distribution estimation task' DisjointWith 'pattern discovery task'
'pattern discovery task' SubClassOf 'data mining task'
'pattern discovery task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'descriptive data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613600
clustering evaluation
'clustering evaluation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_139240
scenario title
'scenario title' SubClassOf http://purl.obolibrary.org/obo/IAO_0000300
http://www.ifomis.org/bfo/1.1/snap#GenericallyDependentContinuant
http://www.ifomis.org/bfo/1.1/snap#GenericallyDependentContinuant SubClassOf http://www.ifomis.org/bfo/1.1/snap#DependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_458784
output tree
'output tree' SubClassOf 'output labeled graph'
'output DAG' DisjointWith 'output tree'
'output tree' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_245924
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'realizes' some ('is_concretization_of' some 'data creation query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000096 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_280661
regression tree
'regression tree' SubClassOf 'regression model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'realizes' some ('is_concretization_of' some 'data transformation with generalization query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000095 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000098
data mining task
'data mining task' SubClassOf 'information processing objective'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000099
query specification
'query specification' SubClassOf 'protocol'
http://kt.ijs.si/panovp/OntoDM#OntoDM_247510
output set of primitives
'output set of primitives' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDT#OntoDT_814373
'output set of primitives' SubClassOf 'output structured data specification'
'output set of primitives' DisjointWith 'output tuple of primitives'
'output set of primitives' DisjointWith 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_895197
output set of discrete
'output set of reals' DisjointWith 'output set of discrete'
'output set of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_377271
'output set of discrete' SubClassOf 'output set of primitives'
http://kt.ijs.si/panovp/OntoDM#OntoDM_081165
LCN tree based HC algorithm for multiple path prediction
'LCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LCN tree based HC algorithm for multiple path prediction' DisjointWith 'LCN tree based HC algorithm for single path prediction'
'LCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCN tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_330210
specification entity
'specification entity' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDM#OntoDM_376810
LPCN tree based HC algorithm for single path and mandatory leaf node prediction
'LPCN tree based HC algorithm for single path and non-mandatory leaf node prediction' DisjointWith 'LPCN tree based HC algorithm for single path and mandatory leaf node prediction'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with single label paths and full depth labeling'
'LPCN tree based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LPCN tree based HC algorithm for single path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_374511
time-series prediction decision tree
'time-series prediction decision tree' SubClassOf 'time series prediction model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_352467
output tuple of discrete
'output real' DisjointWith 'output tuple of discrete'
'output tuple of discrete' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_608148
'output tuple of discrete' SubClassOf 'output tuple of primitives'
'output tuple of boolean' DisjointWith 'output tuple of discrete'
http://kt.ijs.si/panovp/OntoDT#OntoDT_974622
http://kt.ijs.si/panovp/OntoDM#OntoDM_548678
data mining task description
'data mining task description' SubClassOf 'description'
'data mining task description' SubClassOf 'is_about' some 'data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_692808 SubClassOf 'labeled dataset with structured output'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000270
primitive constraint
'primitive constraint' SubClassOf 'constraint specification'
'complex constraint' DisjointWith 'primitive constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_507935
hierarchical classification algorithm
'time-series predictive modelling algorithm' DisjointWith 'hierarchical classification algorithm'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification model'
'hierarchical classification algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'hirearchical classification task'
'hierarchical classification algorithm' DisjointWith 'multi-target predictive modelling algorithm'
'hierarchical classification algorithm' DisjointWith 'multi-label classification algorithm'
'hierarchical classification algorithm' SubClassOf 'feature-based predictive modeling algorithm for structured output '
http://kt.ijs.si/panovp/OntoDM#OntoDM_577929
predictive model for structured output
'predictive model for primitive output' DisjointWith 'predictive model for structured output'
'predictive model for structured output' SubClassOf 'predictive model specification'
'predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output structured data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_757135
information processing objective
'information processing objective' SubClassOf http://purl.obolibrary.org/obo/IAO_0000005
http://kt.ijs.si/panovp/OntoDM#OntoDM_478450
workflow
'workflow' SubClassOf 'plan'
'workflow' SubClassOf 'is_concretization_of' some 'scenario'
'algorithm implementation' DisjointWith 'workflow'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000038
data mining algorithm
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization specification'
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'document
'
'data mining algorithm' DisjointWith http://purl.obolibrary.org/obo/IAO_0000065
'data mining algorithm' SubClassOf http://purl.obolibrary.org/obo/IAO_0000064
'data mining algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000037
ensemble specification
'ensemble specification' SubClassOf 'generalization specification'
'ensemble specification' DisjointWith 'single generalization specification'
'ensemble specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization specification'
http://www.ifomis.org/bfo/1.1/snap#MaterialEntity
http://www.ifomis.org/bfo/1.1/snap#MaterialEntity SubClassOf http://www.ifomis.org/bfo/1.1/snap#IndependentContinuant
http://kt.ijs.si/panovp/OntoDM#OntoDM_341564
output tuple of primitives
'output tuple of primitives' DisjointWith 'output sequence'
'output tuple of primitives' SubClassOf 'output structured data specification'
'output tuple of primitives' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_018988
'output set of primitives' DisjointWith 'output tuple of primitives'
http://kt.ijs.si/panovp/OntoDT#OntoDT_245924
http://kt.ijs.si/panovp/OntoDM#OntoDM_000271
probability distribution evaluation function specification
'pattern discovery evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'clustering evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'predictive model evaluation function specification' DisjointWith 'probability distribution evaluation function specification'
'probability distribution evaluation function specification' SubClassOf 'evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_506961
multi-target regression task
'multi-target regression task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output real'
'multi-target regression task' SubClassOf 'multi-target prediction task'
'multi-target regression task' DisjointWith 'multi-target classification task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_174112
LPCN tree based HC algorithm for multiple path prediction
'LPCN tree based HC algorithm for multiple path prediction' DisjointWith 'LPCN tree based HC algorithm for single path prediction'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'tree based HC task with multiple label paths'
'LPCN tree based HC algorithm for multiple path prediction' SubClassOf 'LCPN tree based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000031
dataset specification
'dataset specification' SubClassOf 'specification entity'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://purl.obolibrary.org/obo/IAO_0000098
'dataset specification' SubClassOf 'is_about' some 'DM-dataset'
'dataset specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000273
generalizations and data from generalizations query
'generalizations and data from generalizations query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_622428
tree based HC task with single label paths and full depth labeling
'tree based HC task with single label paths and full depth labeling' SubClassOf 'tree based HC task with single label paths'
'tree based HC task with single label paths and partial depth labeling' DisjointWith 'tree based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000034
generalization specification
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
'generalization specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'data specification'
'generalization specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000155
frequency
'frequency' SubClassOf 'pattern discovery evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000276
hard evaluation constraint
'hard evaluation constraint' SubClassOf 'evaluation constraint'
'soft evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000033
data mining algorithm execution
'data mining algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some 'data mining algorithm')
'data mining algorithm execution' SubClassOf 'has_specified_output' some 'generalization'
'data mining algorithm execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'data mining algorithm execution' SubClassOf 'realizes' some 'data mining operator'
'data mining algorithm execution' SubClassOf 'achieves_planned_objective' some 'data mining task'
'data mining algorithm execution' SubClassOf 'algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000036
predictive model
'predictive model' SubClassOf 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 DisjointWith 'predictive model'
'predictive model' SubClassOf 'is_concretization_of' some 'predictive model specification'
'predictive model' SubClassOf 'is_specified_output_of' some 'predictive modelling algorithm execution'
'predictive model' DisjointWith 'clustering'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000016 DisjointWith 'predictive model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_372340
DAG based HC task with multiple label paths
'DAG based HC task with single label paths' DisjointWith 'DAG based HC task with multiple label paths'
'DAG based HC task with multiple label paths' SubClassOf 'DAG based HC task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_063973
DAG-based hierarchical classification dataset
'DAG-based hierarchical classification dataset' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output DAG'
'DAG-based hierarchical classification dataset' DisjointWith 'tree-based hierarchical classification dataset'
'DAG-based hierarchical classification dataset' SubClassOf 'hirearchical classification dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_387728
flat classification task
'flat classification task' SubClassOf 'feature-based primitive output prediction task'
'flat classification task' DisjointWith 'regression task'
'flat classification task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some
('output discrete' or 'output boolean')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000160
predictive modeling algorithm
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive modelling task'
'predictive modeling algorithm' DisjointWith 'pattern discovery algorithm'
'predictive modeling algorithm' SubClassOf 'single generalization algorithm'
'predictive modeling algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'predictive model specification'
'predictive modeling algorithm' DisjointWith 'probability distribution estimation algorithm'
'clustering algorithm' DisjointWith 'predictive modeling algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_354620
feature-based structured output prediction task
'feature-based structured output prediction task' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
'feature-based structured output prediction task' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_600958
'feature-based structured output prediction task' DisjointWith 'structure based structured output prediction task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_613950
language of graphical models
'language of graphical models' SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
DisjointClasses: 'language of markov chains', 'language of neural nets', 'language of graphical models', 'language of decision rules', 'language of decision trees', 'language of bayesian nets'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000280
predictive model representation
'predictive model representation' SubClassOf http://purl.obolibrary.org/obo/IAO_0000124
http://kt.ijs.si/panovp/OntoDM#OntoDM_165764
feature-based predictive model for structured output
'feature-based predictive model for structured output' SubClassOf 'predictive model for structured output'
'feature-based predictive model for structured output' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_379153
http://kt.ijs.si/panovp/OntoDM#OntoDM_108452
GC DAG based HC algorithm for multiple path and mandatory leaf node prediction
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' DisjointWith 'GC DAG based HC algorithm for multiple path and non-mandatory leaf node prediction'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with multiple label paths and full depth labeling'
'GC DAG based HC algorithm for multiple path and mandatory leaf node prediction' SubClassOf 'GC DAG based HC algorithm for multiple path prediction'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'realizes' some ('is_concretization_of' some 'inductive query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000049 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000048
generalization interpreter specification
'generalization interpreter specification' SubClassOf http://purl.obolibrary.org/obo/IAO_0000104
http://kt.ijs.si/panovp/OntoDM#OntoDM_279492
output DAG
'output DAG' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_645869
'output DAG' DisjointWith 'output tree'
'output DAG' SubClassOf 'output labeled graph'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000041
bootstrap sampling process
'bootstrap sampling process' SubClassOf 'has_specified_input' exactly 1 'DM-dataset'
'bootstrap sampling process' DisjointWith 'holdout sampling process'
'bootstrap sampling process' DisjointWith 'cross validation sampling process'
'bootstrap sampling process' SubClassOf 'dataset sampling'
'bootstrap sampling process' SubClassOf 'has_specified_output' some 'bag'
http://kt.ijs.si/panovp/OntoDM#OntoDM_674255
multi-target regression algorithm
'multi-target regression algorithm' SubClassOf 'multi-target predictive modelling algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression model'
'multi-target regression algorithm' DisjointWith 'multi-target classification algorithm'
'multi-target regression algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'multi-target regression task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000282
predictive model evaluation
'predictive model evaluation' SubClassOf 'generalization evaluation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000043
subsumtion based laguage constraint
'subsumtion based laguage constraint' DisjointWith 'language cost function constraint'
'subsumtion based laguage constraint' SubClassOf 'language constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000285
probability distribution specification
'clustering specification' DisjointWith 'probability distribution specification'
'probability distribution specification' SubClassOf 'single generalization specification'
'predictive model specification' DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000078 DisjointWith 'probability distribution specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'realizes' some ('is_concretization_of' some 'generalizations and data from data query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000042 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000287
pattern discovery algorithm execution
'pattern discovery algorithm execution' SubClassOf 'has_specified_output' some
(http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 or 'pattern set ensemble')
'pattern discovery algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('pattern discovery algorithm' or 'pattern discovery ensemble algorithm'))
'pattern discovery algorithm execution' SubClassOf 'data mining algorithm execution'
'pattern discovery algorithm execution' SubClassOf 'achieves_planned_objective' some 'pattern discovery task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_843647
output sequence of reals
'output sequence of discrete' DisjointWith 'output sequence of reals'
'output sequence of reals' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_974622
'output sequence of reals' SubClassOf 'output sequence'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000044
public available resource
'public available resource' SubClassOf 'status'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047 SubClassOf 'achieves_planned_objective' some 'constraint based data mining task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000047 SubClassOf 'information processing'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000168
data specification
'data specification' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'mapping specification'
'data specification' SubClassOf 'specification entity'
'data specification' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_487147
http://kt.ijs.si/panovp/OntoDM#OntoDM_153542
output set of reals
'output set of reals' SubClassOf 'output set of primitives'
'output set of reals' SubClassOf 'is_about' some http://kt.ijs.si/panovp/OntoDT#OntoDT_878284
'output set of reals' DisjointWith 'output set of discrete'
http://kt.ijs.si/panovp/OntoDM#OntoDM_530819
ensemble algorithm
'ensemble algorithm' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'ensemble specification'
'ensemble algorithm' DisjointWith 'single generalization algorithm'
'ensemble algorithm' SubClassOf 'data mining algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000167
pattern set execution
'pattern set execution' SubClassOf 'realizes' some
(http://kt.ijs.si/panovp/OntoDM#OntoDM_000020 or 'pattern set ensemble')
'pattern set execution' SubClassOf 'generalization execution'
'pattern set execution' DisjointWith 'clustering execution'
'probability distribution execution' DisjointWith 'pattern set execution'
'pattern set execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'pattern discovery algorithm execution'
'pattern set execution' DisjointWith 'predictive model execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000288
pattern_discovery_algorithm_implementation
'clustering_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'probability_distribution_estimation_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'data mining algorithm implementation'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_realized_by' some 'pattern discovery algorithm execution'
'pattern_discovery_algorithm_implementation' SubClassOf 'is_concretization_of' some 'pattern discovery algorithm'
'predictive_modeling_algorithm_implementation' DisjointWith 'pattern_discovery_algorithm_implementation'
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659 SubClassOf 'specification entity'
http://kt.ijs.si/panovp/OntoDM#OntoDM_714659 SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'generalization interpreter specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000290 SubClassOf http://purl.obofoundry.org/obo/OBI_0000069
http://kt.ijs.si/panovp/OntoDM#OntoDM_000050
ensemble of generalizations
'ensemble of generalizations' SubClassOf 'is_concretization_of' some 'ensemble specification'
'ensemble of generalizations' SubClassOf 'generalization'
'ensemble of generalizations' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'single generalization'
'ensemble of generalizations' DisjointWith 'single generalization'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000170
optimization language cost function constraint
'optimization language cost function constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'
'soft language cost function constraint' DisjointWith 'optimization language cost function constraint'
'hard language cost function constraint' DisjointWith 'optimization language cost function constraint'
'optimization language cost function constraint' SubClassOf 'language cost function constraint'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000291
refinement operator
'refinement operator' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDT#OntoDT_377271
http://kt.ijs.si/panovp/OntoDM#OntoDM_689658
multi-target multi-class decison tree
'multi-target multi-class decison tree' SubClassOf 'multi-target multi-class classification model'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000059
status
'status' SubClassOf http://purl.obolibrary.org/obo/IAO_0000030
http://kt.ijs.si/panovp/OntoDT#OntoDT_379444
http://kt.ijs.si/panovp/OntoDT#OntoDT_378476
http://kt.ijs.si/panovp/OntoDM#OntoDM_071450
LCL DAG based HC algorithm
'LCPN DAG based HC algorithm' DisjointWith 'LCL DAG based HC algorithm'
'LCL DAG based HC algorithm' SubClassOf 'LC DAG based HC algorithm'
'LCL DAG based HC algorithm' DisjointWith 'LCN DAG based HC algorithm'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000052
mathematical function specification
'mathematical function specification' SubClassOf http://purl.obolibrary.org/obo/OBI_0000658
http://kt.ijs.si/panovp/OntoDM#OntoDM_000173
language cost function
'language cost function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000294
probability_distribution_scoring_function
'probability_distribution_scoring_function' SubClassOf 'probability distribution evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000051
predictive model quality
'predictive model quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000172
inductive query
'inductive query' SubClassOf 'query specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000293
intra_cluster_variance
'intra_cluster_variance' SubClassOf 'clustering evaluation function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000175
predictive modelling algorithm execution
'predictive modelling algorithm execution' SubClassOf 'data mining algorithm execution'
'predictive modelling algorithm execution' SubClassOf 'realizes' some ('is_concretization_of' some
('predictive modeling algorithm' or 'predictive modelling ensemble algorithm'))
'predictive modelling algorithm execution' SubClassOf 'has_specified_output' some
('predictive models ensemble' or 'predictive model')
'predictive modelling algorithm execution' SubClassOf 'achieves_planned_objective' some 'predictive modelling task'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000053
fold
'fold' SubClassOf 'is_specified_output_of' some 'cross validation sampling process'
'fold' SubClassOf 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_221045
LCPN DAG based HC algorithm for single path and mandatory leaf node prediction
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf 'LCPN DAG based HC algorithm for single path prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' DisjointWith 'LCPN DAG based HC algorithm for single path and non-mandatory leaf node prediction'
'LCPN DAG based HC algorithm for single path and mandatory leaf node prediction' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'DAG based HC task with single label paths and full depth labeling'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000298
feature specification
'feature specification' SubClassOf 'specification entity'
'feature specification' SubClassOf 'has_description' only http://www.w3.org/2001/XMLSchema#string
'feature specification' SubClassOf 'has_name' only http://www.w3.org/2001/XMLSchema#string
http://kt.ijs.si/panovp/OntoDM#OntoDM_000297
generalization execution
'generalization execution' SubClassOf 'has_specified_input' some 'DM-dataset'
'generalization execution' SubClassOf 'realizes' some 'generalization'
'generalization execution' SubClassOf 'information processing'
'generalization execution' SubClassOf 'has_specified_output' some 'DM-dataset'
'generalization execution' SubClassOf http://www.obofoundry.org/ro/ro.owl#preceded_by some 'data mining algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000179
pattern set ensemble
'pattern set ensemble' SubClassOf 'is_specified_output_of' some 'pattern discovery algorithm execution'
'clustering ensemble' DisjointWith 'pattern set ensemble'
'probability distribution ensemble' DisjointWith 'pattern set ensemble'
'predictive models ensemble' DisjointWith 'pattern set ensemble'
'pattern set ensemble' SubClassOf 'ensemble of generalizations'
'pattern set ensemble' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some http://kt.ijs.si/panovp/OntoDM#OntoDM_000020
'pattern set ensemble' SubClassOf 'is_concretization_of' some 'pattern set ensemble specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000178
distance function
'distance function' SubClassOf 'mathematical function specification'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'realizes' some ('is_concretization_of' some 'data selection query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000299 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_039503
binary classification model
'binary classification model' DisjointWith 'regression model'
'binary classification model' DisjointWith 'multi-class classification model'
'binary classification model' SubClassOf 'classification model'
'binary classification model' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'output boolean'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'realizes' some ('is_concretization_of' some 'full fledged query')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_output' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf http://kt.ijs.si/panovp/OntoDM#OntoDM_000290
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_output' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_input' some
('ensemble of generalizations' or 'single generalization')
http://kt.ijs.si/panovp/OntoDM#OntoDM_000182 SubClassOf 'has_specified_input' some 'DM-dataset'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000063
probability distribution quality
'probability distribution quality' SubClassOf 'generalization quality'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000185
separate test set evaluation process
'separate test set evaluation process' SubClassOf 'evaluation algorithm execution'
http://kt.ijs.si/panovp/OntoDM#OntoDM_000069
optimization evaluation constraint
'optimization evaluation constraint' DisjointWith 'soft evaluation constraint'
'optimization evaluation constraint' SubClassOf 'evaluation constraint'
'optimization evaluation constraint' DisjointWith 'hard evaluation constraint'
'optimization evaluation constraint' SubClassOf http://www.obofoundry.org/ro/ro.owl#has_part some 'optimization function'