Matches in SemOpenAlex for { <https://semopenalex.org/work/W2123559271> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2123559271 endingPage "30" @default.
- W2123559271 startingPage "26" @default.
- W2123559271 abstract "Random forest can achieve high classification performance through a classification ensemble with a set of decision trees that grow using randomly selected subspaces of data. The performance of an ensemble learner is highly dependent on the accuracy of each component learner and the diversity among these components. In random forest, randomization would cause occurrence of bad trees and may include correlated trees. This leads to inappropriate and poor ensemble classification decision. In this paper an attempt has been made to improve the performance of the model by including only uncorrelated high performing trees in a random forest. Experimental results have shown that, the random forest can be further enhanced in terms of the classification accuracy. General Terms Random forest, Classification Accuracy, Uncorrelated trees." @default.
- W2123559271 created "2016-06-24" @default.
- W2123559271 creator A5007626916 @default.
- W2123559271 creator A5040549225 @default.
- W2123559271 date "2014-09-18" @default.
- W2123559271 modified "2023-09-28" @default.
- W2123559271 title "Improving Classification Accuracy based on Random Forest Model with Uncorrelated High Performing Trees" @default.
- W2123559271 cites W1496929357 @default.
- W2123559271 cites W1520812622 @default.
- W2123559271 cites W1599003247 @default.
- W2123559271 cites W1605688901 @default.
- W2123559271 cites W1861159393 @default.
- W2123559271 cites W2040895371 @default.
- W2123559271 cites W2041392558 @default.
- W2123559271 cites W2044863747 @default.
- W2123559271 cites W2046514232 @default.
- W2123559271 cites W2056132907 @default.
- W2123559271 cites W2073738917 @default.
- W2123559271 cites W2113242816 @default.
- W2123559271 cites W2114973325 @default.
- W2123559271 cites W2119842880 @default.
- W2123559271 cites W2120240539 @default.
- W2123559271 cites W2155632266 @default.
- W2123559271 cites W2160207817 @default.
- W2123559271 cites W2178466215 @default.
- W2123559271 cites W2270937275 @default.
- W2123559271 cites W2469781980 @default.
- W2123559271 cites W2911964244 @default.
- W2123559271 cites W3152294918 @default.
- W2123559271 doi "https://doi.org/10.5120/17749-8829" @default.
- W2123559271 hasPublicationYear "2014" @default.
- W2123559271 type Work @default.
- W2123559271 sameAs 2123559271 @default.
- W2123559271 citedByCount "17" @default.
- W2123559271 countsByYear W21235592712016 @default.
- W2123559271 countsByYear W21235592712017 @default.
- W2123559271 countsByYear W21235592712018 @default.
- W2123559271 countsByYear W21235592712019 @default.
- W2123559271 countsByYear W21235592712020 @default.
- W2123559271 countsByYear W21235592712021 @default.
- W2123559271 countsByYear W21235592712022 @default.
- W2123559271 countsByYear W21235592712023 @default.
- W2123559271 crossrefType "journal-article" @default.
- W2123559271 hasAuthorship W2123559271A5007626916 @default.
- W2123559271 hasAuthorship W2123559271A5040549225 @default.
- W2123559271 hasBestOaLocation W21235592711 @default.
- W2123559271 hasConcept C105795698 @default.
- W2123559271 hasConcept C119857082 @default.
- W2123559271 hasConcept C124101348 @default.
- W2123559271 hasConcept C153180895 @default.
- W2123559271 hasConcept C154945302 @default.
- W2123559271 hasConcept C169258074 @default.
- W2123559271 hasConcept C169345407 @default.
- W2123559271 hasConcept C33923547 @default.
- W2123559271 hasConcept C41008148 @default.
- W2123559271 hasConceptScore W2123559271C105795698 @default.
- W2123559271 hasConceptScore W2123559271C119857082 @default.
- W2123559271 hasConceptScore W2123559271C124101348 @default.
- W2123559271 hasConceptScore W2123559271C153180895 @default.
- W2123559271 hasConceptScore W2123559271C154945302 @default.
- W2123559271 hasConceptScore W2123559271C169258074 @default.
- W2123559271 hasConceptScore W2123559271C169345407 @default.
- W2123559271 hasConceptScore W2123559271C33923547 @default.
- W2123559271 hasConceptScore W2123559271C41008148 @default.
- W2123559271 hasIssue "13" @default.
- W2123559271 hasLocation W21235592711 @default.
- W2123559271 hasOpenAccess W2123559271 @default.
- W2123559271 hasPrimaryLocation W21235592711 @default.
- W2123559271 hasRelatedWork W2911455822 @default.
- W2123559271 hasRelatedWork W2964383635 @default.
- W2123559271 hasRelatedWork W3174196512 @default.
- W2123559271 hasRelatedWork W3211546796 @default.
- W2123559271 hasRelatedWork W4281560664 @default.
- W2123559271 hasRelatedWork W4281616679 @default.
- W2123559271 hasRelatedWork W4293525103 @default.
- W2123559271 hasRelatedWork W4308191010 @default.
- W2123559271 hasRelatedWork W4318350883 @default.
- W2123559271 hasRelatedWork W4323021782 @default.
- W2123559271 hasVolume "101" @default.
- W2123559271 isParatext "false" @default.
- W2123559271 isRetracted "false" @default.
- W2123559271 magId "2123559271" @default.
- W2123559271 workType "article" @default.