FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2167355894> ?p ?o ?g. }

• W2167355894 endingPage "291" @default.
• W2167355894 startingPage "280" @default.
• W2167355894 abstract "Abstract Two new approaches, boosted regression trees (BRTs) and two‐step BRT, were evaluated for modelling and predicting the blood–brain barrier (BBB) passage of drugs. Classification and regression trees (CART) were used as a base learner in BRT. In two‐step BRT, a linear model (stepwise multiple linear regression (MLR) or partial least squares (PLS)) was built first, then BRT was applied to model the residuals of the linear model and both models were added. Both approaches were compared with the CART, MLR and PLS models. It was observed that BRT could improve the descriptive and predictive abilities compared to a single CART and that the stepwise MLR–BRT results in slightly improved descriptive and predictive properties compared to the MLR model. The combination of PLS and BRT did not result in an improvement, compared to the individual PLS model. The best models were obtained with stepwise MLR–BRT and PLS. It was shown that the combination of linear models with BRT is an approach that has potential and can be considered for future QSAR modelling. Copyright © 2007 John Wiley & Sons, Ltd." @default.
• W2167355894 created "2016-06-24" @default.
• W2167355894 creator A5021867441 @default.
• W2167355894 creator A5030856138 @default.
• W2167355894 creator A5040180729 @default.
• W2167355894 creator A5088511245 @default.
• W2167355894 date "2007-07-01" @default.
• W2167355894 modified "2023-10-16" @default.
• W2167355894 title "Evaluation of boosted regression trees (BRTs) and two-step BRT procedures to model and predict blood-brain barrier passage" @default.
• W2167355894 cites W1545231783 @default.
• W2167355894 cites W1972575106 @default.
• W2167355894 cites W1976144991 @default.
• W2167355894 cites W1984271704 @default.
• W2167355894 cites W1984647595 @default.
• W2167355894 cites W1985418765 @default.
• W2167355894 cites W1986170258 @default.
• W2167355894 cites W1988790447 @default.
• W2167355894 cites W1991715599 @default.
• W2167355894 cites W2009556609 @default.
• W2167355894 cites W2011678531 @default.
• W2167355894 cites W2022326777 @default.
• W2167355894 cites W2022872879 @default.
• W2167355894 cites W2031351528 @default.
• W2167355894 cites W2054412004 @default.
• W2167355894 cites W2059032639 @default.
• W2167355894 cites W2060859800 @default.
• W2167355894 cites W2066713141 @default.
• W2167355894 cites W2079247827 @default.
• W2167355894 cites W2086575000 @default.
• W2167355894 cites W2101325513 @default.
• W2167355894 cites W2104676838 @default.
• W2167355894 cites W2134344823 @default.
• W2167355894 cites W2135732933 @default.
• W2167355894 cites W2166096070 @default.
• W2167355894 cites W2166592632 @default.
• W2167355894 cites W2220968785 @default.
• W2167355894 doi "https://doi.org/10.1002/cem.1052" @default.
• W2167355894 hasPublicationYear "2007" @default.
• W2167355894 type Work @default.
• W2167355894 sameAs 2167355894 @default.
• W2167355894 citedByCount "12" @default.
• W2167355894 countsByYear W21673558942015 @default.
• W2167355894 countsByYear W21673558942019 @default.
• W2167355894 countsByYear W21673558942021 @default.
• W2167355894 crossrefType "journal-article" @default.
• W2167355894 hasAuthorship W2167355894A5021867441 @default.
• W2167355894 hasAuthorship W2167355894A5030856138 @default.
• W2167355894 hasAuthorship W2167355894A5040180729 @default.
• W2167355894 hasAuthorship W2167355894A5088511245 @default.
• W2167355894 hasConcept C105795698 @default.
• W2167355894 hasConcept C119857082 @default.
• W2167355894 hasConcept C152877465 @default.
• W2167355894 hasConcept C154945302 @default.
• W2167355894 hasConcept C163175372 @default.
• W2167355894 hasConcept C164126121 @default.
• W2167355894 hasConcept C166957645 @default.
• W2167355894 hasConcept C170964787 @default.
• W2167355894 hasConcept C205649164 @default.
• W2167355894 hasConcept C22354355 @default.
• W2167355894 hasConcept C2777275308 @default.
• W2167355894 hasConcept C33923547 @default.
• W2167355894 hasConcept C41008148 @default.
• W2167355894 hasConcept C48921125 @default.
• W2167355894 hasConcept C83546350 @default.
• W2167355894 hasConcept C84525736 @default.
• W2167355894 hasConceptScore W2167355894C105795698 @default.
• W2167355894 hasConceptScore W2167355894C119857082 @default.
• W2167355894 hasConceptScore W2167355894C152877465 @default.
• W2167355894 hasConceptScore W2167355894C154945302 @default.
• W2167355894 hasConceptScore W2167355894C163175372 @default.
• W2167355894 hasConceptScore W2167355894C164126121 @default.
• W2167355894 hasConceptScore W2167355894C166957645 @default.
• W2167355894 hasConceptScore W2167355894C170964787 @default.
• W2167355894 hasConceptScore W2167355894C205649164 @default.
• W2167355894 hasConceptScore W2167355894C22354355 @default.
• W2167355894 hasConceptScore W2167355894C2777275308 @default.
• W2167355894 hasConceptScore W2167355894C33923547 @default.
• W2167355894 hasConceptScore W2167355894C41008148 @default.
• W2167355894 hasConceptScore W2167355894C48921125 @default.
• W2167355894 hasConceptScore W2167355894C83546350 @default.
• W2167355894 hasConceptScore W2167355894C84525736 @default.
• W2167355894 hasIssue "7-9" @default.
• W2167355894 hasLocation W21673558941 @default.
• W2167355894 hasOpenAccess W2167355894 @default.
• W2167355894 hasPrimaryLocation W21673558941 @default.
• W2167355894 hasRelatedWork W1988192306 @default.
• W2167355894 hasRelatedWork W2047152955 @default.
• W2167355894 hasRelatedWork W2058411492 @default.
• W2167355894 hasRelatedWork W2167355894 @default.
• W2167355894 hasRelatedWork W2356355836 @default.
• W2167355894 hasRelatedWork W2367344162 @default.
• W2167355894 hasRelatedWork W247449116 @default.
• W2167355894 hasRelatedWork W2743268006 @default.
• W2167355894 hasRelatedWork W3215700490 @default.
• W2167355894 hasRelatedWork W4320301389 @default.
• W2167355894 hasVolume "21" @default.
• W2167355894 isParatext "false" @default.
• W2167355894 isRetracted "false" @default.

• next