ORKG Shapes

go to ORKG: http://orkg.org/orkg/shapes/orkgc_C69003

nodeKinde

http://www.w3.org/ns/shacl#BlankNodeOrIRI

targetClass

R603062 (http://orkg.org/orkg/class/C69003)

properties

property (shacl:path)	shacl:nodeKind	shacl:datatype (Literal)	shacl:class (IRI)
data scaling (orkgp:P117045)
modeling specifics (orkgp:P117048)	shacl:Literal	xsd:string
Models (Estimators) (orkgp:P110043)
input shape (orkgp:P117046)
Research problem description (orkgp:P65002)
Predictors (independent variables) (orkgp:P110042)
publication date (orkgp:wikidata:P577)
ratio of parts in dataset split (orkgp:P119102)
location (orkgp:P5049)
forecast horizon (orkgp:P70002)
Model evaluation (orkgp:P110047)
number of parts in dataset split (orkgp:P119101)	shacl:Literal	xsd:integer
highest achieved coefficient of determination on verification or testing part (orkgp:P119086)
missing data handling (orkgp:P119105)
forecast lead time (orkgp:P119099)
output shape (orkgp:P117047)	shacl:Literal
Notes (orkgp:P9039)	shacl:Literal	xsd:string
Specific goals of the research (orkgp:P110046)	shacl:Literal	xsd:string
Hyperparameter tuning (orkgp:P110045)
dependent variable (orkgp:P119085)
Number of instances (orkgp:P39021)
Feature selection (orkgp:P3002)
historical dataset length (orkgp:P119100)
Data type (orkgp:P7055)
exogenous predictors (orkgp:P119104)	shacl:Literal	xsd:boolean
Time framework (planning, modeling) (orkgp:P110049)
(http://www.w3.org/2000/01/rdf-schema#label)	shacl:Literal	xsd:string
Performance metrics (orkgp:P49059)
endogenous predictors (orkgp:P119103)	shacl:Literal	xsd:boolean
Dataset split (orkgp:P110044)	shacl:Literal	xsd:string
data transformation (orkgp:P117044)