FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2025558839> ?p ?o ?g. }

• W2025558839 endingPage "751" @default.
• W2025558839 startingPage "743" @default.
• W2025558839 abstract "We present an empirical comparison of classification algorithms when training data contains attribute noise levels not representative of field data. To study algorithm sensitivity, we develop an innovative experimental design using noise situation, algorithm, noise level, and training set size as factors. Our results contradict conventional wisdom indicating that investments to achieve representative noise levels may not be worthwhile. In general, over representative training noise should be avoided while under representative training noise is less of a concern. However, interactions among algorithm, noise level, and training set size indicate that these general results may not apply to particular practice situations." @default.
• W2025558839 created "2016-06-24" @default.
• W2025558839 creator A5044453918 @default.
• W2025558839 creator A5045009235 @default.
• W2025558839 creator A5052360844 @default.
• W2025558839 date "2009-02-01" @default.
• W2025558839 modified "2023-10-14" @default.
• W2025558839 title "Classification algorithm sensitivity to training data with non representative attribute noise" @default.
• W2025558839 cites W1540007258 @default.
• W2025558839 cites W1604329830 @default.
• W2025558839 cites W1605688901 @default.
• W2025558839 cites W1976384389 @default.
• W2025558839 cites W2009684177 @default.
• W2025558839 cites W2011028040 @default.
• W2025558839 cites W2021885139 @default.
• W2025558839 cites W2034841618 @default.
• W2025558839 cites W2061324618 @default.
• W2025558839 cites W2068376489 @default.
• W2025558839 cites W2080693034 @default.
• W2025558839 cites W2092509431 @default.
• W2025558839 cites W2096942889 @default.
• W2025558839 cites W2106393550 @default.
• W2025558839 cites W2113025830 @default.
• W2025558839 cites W2117753721 @default.
• W2025558839 cites W2133439825 @default.
• W2025558839 cites W2151040995 @default.
• W2025558839 cites W2157217254 @default.
• W2025558839 cites W2180443860 @default.
• W2025558839 cites W4236137412 @default.
• W2025558839 cites W4244238212 @default.
• W2025558839 doi "https://doi.org/10.1016/j.dss.2008.11.021" @default.
• W2025558839 hasPublicationYear "2009" @default.
• W2025558839 type Work @default.
• W2025558839 sameAs 2025558839 @default.
• W2025558839 citedByCount "27" @default.
• W2025558839 countsByYear W20255588392012 @default.
• W2025558839 countsByYear W20255588392014 @default.
• W2025558839 countsByYear W20255588392019 @default.
• W2025558839 countsByYear W20255588392020 @default.
• W2025558839 countsByYear W20255588392022 @default.
• W2025558839 countsByYear W20255588392023 @default.
• W2025558839 crossrefType "journal-article" @default.
• W2025558839 hasAuthorship W2025558839A5044453918 @default.
• W2025558839 hasAuthorship W2025558839A5045009235 @default.
• W2025558839 hasAuthorship W2025558839A5052360844 @default.
• W2025558839 hasConcept C11413529 @default.
• W2025558839 hasConcept C115961682 @default.
• W2025558839 hasConcept C119857082 @default.
• W2025558839 hasConcept C121332964 @default.
• W2025558839 hasConcept C124101348 @default.
• W2025558839 hasConcept C127413603 @default.
• W2025558839 hasConcept C153180895 @default.
• W2025558839 hasConcept C153294291 @default.
• W2025558839 hasConcept C154945302 @default.
• W2025558839 hasConcept C177264268 @default.
• W2025558839 hasConcept C199360897 @default.
• W2025558839 hasConcept C202444582 @default.
• W2025558839 hasConcept C21200559 @default.
• W2025558839 hasConcept C24326235 @default.
• W2025558839 hasConcept C2777211547 @default.
• W2025558839 hasConcept C33923547 @default.
• W2025558839 hasConcept C41008148 @default.
• W2025558839 hasConcept C51632099 @default.
• W2025558839 hasConcept C58489278 @default.
• W2025558839 hasConcept C9652623 @default.
• W2025558839 hasConcept C99498987 @default.
• W2025558839 hasConceptScore W2025558839C11413529 @default.
• W2025558839 hasConceptScore W2025558839C115961682 @default.
• W2025558839 hasConceptScore W2025558839C119857082 @default.
• W2025558839 hasConceptScore W2025558839C121332964 @default.
• W2025558839 hasConceptScore W2025558839C124101348 @default.
• W2025558839 hasConceptScore W2025558839C127413603 @default.
• W2025558839 hasConceptScore W2025558839C153180895 @default.
• W2025558839 hasConceptScore W2025558839C153294291 @default.
• W2025558839 hasConceptScore W2025558839C154945302 @default.
• W2025558839 hasConceptScore W2025558839C177264268 @default.
• W2025558839 hasConceptScore W2025558839C199360897 @default.
• W2025558839 hasConceptScore W2025558839C202444582 @default.
• W2025558839 hasConceptScore W2025558839C21200559 @default.
• W2025558839 hasConceptScore W2025558839C24326235 @default.
• W2025558839 hasConceptScore W2025558839C2777211547 @default.
• W2025558839 hasConceptScore W2025558839C33923547 @default.
• W2025558839 hasConceptScore W2025558839C41008148 @default.
• W2025558839 hasConceptScore W2025558839C51632099 @default.
• W2025558839 hasConceptScore W2025558839C58489278 @default.
• W2025558839 hasConceptScore W2025558839C9652623 @default.
• W2025558839 hasConceptScore W2025558839C99498987 @default.
• W2025558839 hasIssue "3" @default.
• W2025558839 hasLocation W20255588391 @default.
• W2025558839 hasOpenAccess W2025558839 @default.
• W2025558839 hasPrimaryLocation W20255588391 @default.
• W2025558839 hasRelatedWork W230091440 @default.
• W2025558839 hasRelatedWork W2551249631 @default.
• W2025558839 hasRelatedWork W2786391746 @default.
• W2025558839 hasRelatedWork W2914559142 @default.
• W2025558839 hasRelatedWork W2991483587 @default.
• W2025558839 hasRelatedWork W2995102745 @default.
• W2025558839 hasRelatedWork W3132346564 @default.

• next