Matches in DBpedia 2014 for { <http://dbpedia.org/resource/Additive_model> ?p ?o. }
Showing items 1 to 13 of
13
with 100 items per page.
- Additive_model abstract "In statistics, an additive model (AM) is a nonparametric regression method. It was suggested by Jerome H. Friedman and Werner Stuetzle (1981) and is an essential part of the ACE algorithm. The AM uses a one-dimensional smoother to build a restricted class of nonparametric regression models. Because of this, it is less affected by the curse of dimensionality than e.g. a p-dimensional smoother. Furthermore, the AM is more flexible than a standard linear model, while being more interpretable than a general regression surface at the cost of approximation errors. Problems with AM include model selection, overfitting, and multicollinearity.".
- Additive_model wikiPageID "20964272".
- Additive_model wikiPageRevisionID "596285161".
- Additive_model hasPhotoCollection Additive_model.
- Additive_model subject Category:Nonparametric_regression.
- Additive_model subject Category:Regression_analysis.
- Additive_model comment "In statistics, an additive model (AM) is a nonparametric regression method. It was suggested by Jerome H. Friedman and Werner Stuetzle (1981) and is an essential part of the ACE algorithm. The AM uses a one-dimensional smoother to build a restricted class of nonparametric regression models. Because of this, it is less affected by the curse of dimensionality than e.g. a p-dimensional smoother.".
- Additive_model label "Additive model".
- Additive_model sameAs m.0417bjb.
- Additive_model sameAs Q4681344.
- Additive_model sameAs Q4681344.
- Additive_model wasDerivedFrom Additive_model?oldid=596285161.
- Additive_model isPrimaryTopicOf Additive_model.