Matches in SemOpenAlex for { <https://semopenalex.org/work/W2472402982> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2472402982 endingPage "247" @default.
- W2472402982 startingPage "239" @default.
- W2472402982 abstract "This paper illustrates a novel approach to the estimation of generalization error of decision tree classifiers. We set out the study of decision tree errors in the context of consistency analysis theory, which proved that the Bayes error can be achieved only if when the number of data samples thrown into each leaf node goes to infinity. For the more challenging and practical case where the sample size is finite or small, a novel sampling error term is introduced in this paper to cope with the small sample problem effectively and efficiently. Extensive experimental results show that the proposed error estimate is superior to the well-known K-fold cross validation methods in terms of robustness and accuracy. Moreover it is orders of magnitudes more efficient than cross validation methods." @default.
- W2472402982 created "2016-07-22" @default.
- W2472402982 creator A5034579880 @default.
- W2472402982 date "2016-06-19" @default.
- W2472402982 modified "2023-09-24" @default.
- W2472402982 title "Accurate robust and efficient error estimation for decision trees" @default.
- W2472402982 cites W122503196 @default.
- W2472402982 cites W1539246860 @default.
- W2472402982 cites W1564947197 @default.
- W2472402982 cites W1584815367 @default.
- W2472402982 cites W1594031697 @default.
- W2472402982 cites W1680392829 @default.
- W2472402982 cites W1779498314 @default.
- W2472402982 cites W1995945562 @default.
- W2472402982 cites W2063261057 @default.
- W2472402982 cites W2088101562 @default.
- W2472402982 cites W2100668620 @default.
- W2472402982 cites W2101234009 @default.
- W2472402982 cites W2111022379 @default.
- W2472402982 cites W2111814036 @default.
- W2472402982 cites W211569560 @default.
- W2472402982 cites W2579923771 @default.
- W2472402982 cites W2911964244 @default.
- W2472402982 cites W3085162807 @default.
- W2472402982 hasPublicationYear "2016" @default.
- W2472402982 type Work @default.
- W2472402982 sameAs 2472402982 @default.
- W2472402982 citedByCount "0" @default.
- W2472402982 crossrefType "proceedings-article" @default.
- W2472402982 hasAuthorship W2472402982A5034579880 @default.
- W2472402982 hasConcept C104317684 @default.
- W2472402982 hasConcept C105795698 @default.
- W2472402982 hasConcept C106131492 @default.
- W2472402982 hasConcept C11413529 @default.
- W2472402982 hasConcept C117765406 @default.
- W2472402982 hasConcept C119857082 @default.
- W2472402982 hasConcept C124101348 @default.
- W2472402982 hasConcept C129848803 @default.
- W2472402982 hasConcept C134306372 @default.
- W2472402982 hasConcept C140779682 @default.
- W2472402982 hasConcept C177148314 @default.
- W2472402982 hasConcept C185592680 @default.
- W2472402982 hasConcept C31972630 @default.
- W2472402982 hasConcept C33923547 @default.
- W2472402982 hasConcept C41008148 @default.
- W2472402982 hasConcept C50644808 @default.
- W2472402982 hasConcept C55493867 @default.
- W2472402982 hasConcept C63479239 @default.
- W2472402982 hasConcept C84525736 @default.
- W2472402982 hasConceptScore W2472402982C104317684 @default.
- W2472402982 hasConceptScore W2472402982C105795698 @default.
- W2472402982 hasConceptScore W2472402982C106131492 @default.
- W2472402982 hasConceptScore W2472402982C11413529 @default.
- W2472402982 hasConceptScore W2472402982C117765406 @default.
- W2472402982 hasConceptScore W2472402982C119857082 @default.
- W2472402982 hasConceptScore W2472402982C124101348 @default.
- W2472402982 hasConceptScore W2472402982C129848803 @default.
- W2472402982 hasConceptScore W2472402982C134306372 @default.
- W2472402982 hasConceptScore W2472402982C140779682 @default.
- W2472402982 hasConceptScore W2472402982C177148314 @default.
- W2472402982 hasConceptScore W2472402982C185592680 @default.
- W2472402982 hasConceptScore W2472402982C31972630 @default.
- W2472402982 hasConceptScore W2472402982C33923547 @default.
- W2472402982 hasConceptScore W2472402982C41008148 @default.
- W2472402982 hasConceptScore W2472402982C50644808 @default.
- W2472402982 hasConceptScore W2472402982C55493867 @default.
- W2472402982 hasConceptScore W2472402982C63479239 @default.
- W2472402982 hasConceptScore W2472402982C84525736 @default.
- W2472402982 hasLocation W24724029821 @default.
- W2472402982 hasOpenAccess W2472402982 @default.
- W2472402982 hasPrimaryLocation W24724029821 @default.
- W2472402982 hasRelatedWork W1573351970 @default.
- W2472402982 hasRelatedWork W1978318335 @default.
- W2472402982 hasRelatedWork W2059425949 @default.
- W2472402982 hasRelatedWork W2098021754 @default.
- W2472402982 hasRelatedWork W2100468749 @default.
- W2472402982 hasRelatedWork W2138882494 @default.
- W2472402982 hasRelatedWork W2380622723 @default.
- W2472402982 hasRelatedWork W245192467 @default.
- W2472402982 hasRelatedWork W2469691436 @default.
- W2472402982 hasRelatedWork W2475006391 @default.
- W2472402982 hasRelatedWork W2589865066 @default.
- W2472402982 hasRelatedWork W2606510888 @default.
- W2472402982 hasRelatedWork W2770734487 @default.
- W2472402982 hasRelatedWork W2949125194 @default.
- W2472402982 hasRelatedWork W2951120523 @default.
- W2472402982 hasRelatedWork W3008912641 @default.
- W2472402982 hasRelatedWork W3111661463 @default.
- W2472402982 hasRelatedWork W3122510419 @default.
- W2472402982 hasRelatedWork W3196440680 @default.
- W2472402982 hasRelatedWork W67155947 @default.
- W2472402982 isParatext "false" @default.
- W2472402982 isRetracted "false" @default.
- W2472402982 magId "2472402982" @default.
- W2472402982 workType "article" @default.