Link to this page
trasformative machine learning metadata
Last uploaded:
July 21, 2020
Jump to:
| Id | http://www.semanticweb.org/larisa/ontologies/2020/5/untitled-ontology-33#Model
http://www.semanticweb.org/larisa/ontologies/2020/5/untitled-ontology-33#Model
|
|---|---|
| Preferred Name | Model |
| Definitions |
Model is a generalization of a set of training data able to predict values for unseen instances. It is an output from an execution of a data mining algorithm implementation. Models have a dual nature. They can be treated as data structures and as such represented, stored and manipulated. On the other hand, they act as functions and are executed, taking as input data examples and giving as output the result of applying the function to a data example. Models can also be divided into global or local ones. A global model has global coverage of a data set, i.e., it generalizes the whole data set. A local model, such as a pattern set, is a set of local hypotheses, i.e. each applies to a limited region of the data set.
|
| Type | http://www.w3.org/2002/07/owl#Class |
All Properties
| comment | Model is a generalization of a set of training data able to predict values for unseen instances. It is an output from an execution of a data mining algorithm implementation. Models have a dual nature. They can be treated as data structures and as such represented, stored and manipulated. On the other hand, they act as functions and are executed, taking as input data examples and giving as output the result of applying the function to a data example. Models can also be divided into global or local ones. A global model has global coverage of a data set, i.e., it generalizes the whole data set. A local model, such as a pattern set, is a set of local hypotheses, i.e. each applies to a limited region of the data set.
|
|---|---|
| prefLabel | Model
|
| isDefinedBy |
IAO
http://purl.obolibrary.org/obo/IAO_0000025
MLS: Machine Learning Schema
www.w3.org/ns/mls#Model
|
| prefixIRI | Model
|
| subClassOf | |
| type |
Add comment
| Delete | Subject | Author | Type | Created |
|---|---|---|---|---|
| No notes to display |
- Problem retrieving properties:
Notes
Filter: