Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Recursive_partitioning> ?p ?o }
Showing triples 1 to 39 of
39
with 100 triples per page.
- Recursive_partitioning abstract "Recursive partitioning is a statistical method for multivariable analysis. Recursive partitioning creates a decision tree that strives to correctly classify members of the population by splitting it into sub-populations based on several dichotomous independent variables. The process is termed recursive because each sub-population may in turn be split an indefinite number of times until the splitting process terminates after a particular stopping criterion is reached.Recursive partitioning methods have been developed since the 1980s. Well known methods of recursive partitioning include Ross Quinlan's ID3 algorithm and its successors, C4.5 and C5.0 and Classification and Regression Trees. Ensemble learning methods such as Random Forests help to overcome a common criticism of these methods - their vulnerability to overfitting of the data - by employing different algorithms and combining their output in some way.This article focuses on recursive partitioning for medical diagnostic tests,but the technique has far wider applications.See decision tree.As compared to regression analysis, which creates a formula that health care providers can use to calculate the probability that a patient has a disease, recursive partition creates a rule such as 'If a patient has finding x, y, or z they probably have disease q'.A variation is 'Cox linear recursive partitioning'.".
- Recursive_partitioning wikiPageID "11845980".
- Recursive_partitioning wikiPageLength "6047".
- Recursive_partitioning wikiPageOutDegree "20".
- Recursive_partitioning wikiPageRevisionID "680445404".
- Recursive_partitioning wikiPageWikiLink C4.5_algorithm.
- Recursive_partitioning wikiPageWikiLink Category:Biostatistics.
- Recursive_partitioning wikiPageWikiLink Category:Statistical_theory.
- Recursive_partitioning wikiPageWikiLink Decision_tree_learning.
- Recursive_partitioning wikiPageWikiLink Dependent_and_independent_variables.
- Recursive_partitioning wikiPageWikiLink Diagnosis.
- Recursive_partitioning wikiPageWikiLink Ensemble_learning.
- Recursive_partitioning wikiPageWikiLink ID3_algorithm.
- Recursive_partitioning wikiPageWikiLink Multivariate_statistics.
- Recursive_partitioning wikiPageWikiLink Myocardial_infarction.
- Recursive_partitioning wikiPageWikiLink Overfitting.
- Recursive_partitioning wikiPageWikiLink Random_forest.
- Recursive_partitioning wikiPageWikiLink Recursion.
- Recursive_partitioning wikiPageWikiLink Sensitivity_and_specificity.
- Recursive_partitioning wikiPageWikiLink Statistics.
- Recursive_partitioning wikiPageWikiLinkText "Recursive partitioning".
- Recursive_partitioning wikiPageWikiLinkText "recursive partitioning".
- Recursive_partitioning wikiPageUsesTemplate Template:Reflist.
- Recursive_partitioning wikiPageUsesTemplate Template:Statistics-stub.
- Recursive_partitioning subject Category:Biostatistics.
- Recursive_partitioning subject Category:Statistical_theory.
- Recursive_partitioning hypernym Method.
- Recursive_partitioning type Software.
- Recursive_partitioning type Biostatistic.
- Recursive_partitioning type Field.
- Recursive_partitioning type Theory.
- Recursive_partitioning comment "Recursive partitioning is a statistical method for multivariable analysis. Recursive partitioning creates a decision tree that strives to correctly classify members of the population by splitting it into sub-populations based on several dichotomous independent variables.".
- Recursive_partitioning label "Recursive partitioning".
- Recursive_partitioning sameAs Q7303350.
- Recursive_partitioning sameAs Particionamiento_recursivo.
- Recursive_partitioning sameAs m.02rvdz0.
- Recursive_partitioning sameAs Q7303350.
- Recursive_partitioning wasDerivedFrom Recursive_partitioning?oldid=680445404.
- Recursive_partitioning isPrimaryTopicOf Recursive_partitioning.