Matches in SemOpenAlex for { <https://semopenalex.org/work/W2169700462> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W2169700462 endingPage "14" @default.
- W2169700462 startingPage "3" @default.
- W2169700462 abstract "In this paper we introduce the Frequency Ratio (FR) method for dealing with values within nearest neighbour search. We test the FR method on known medical datasets from the UCI machine learning repository. We compare the accuracy of the FR method with five commonly used methods (three imputation and two bypassing methods) for dealing with values that are missing completely at random (MCAR) for the purpose of classification. We discovered that in most cases, the FR method outperforms the other methods. We conclude that the FR method is a strong addition to the commonly used methods for dealing with values within the nearest neighbour method." @default.
- W2169700462 created "2016-06-24" @default.
- W2169700462 creator A5009167852 @default.
- W2169700462 creator A5041911020 @default.
- W2169700462 creator A5056929047 @default.
- W2169700462 creator A5071939132 @default.
- W2169700462 date "2015-01-01" @default.
- W2169700462 modified "2023-09-26" @default.
- W2169700462 title "Frequency Ratio: a method for dealing with missing values within nearest neighbour search" @default.
- W2169700462 cites W1570448133 @default.
- W2169700462 cites W1634075355 @default.
- W2169700462 cites W1824657313 @default.
- W2169700462 cites W1841820628 @default.
- W2169700462 cites W1983479840 @default.
- W2169700462 cites W2044758663 @default.
- W2169700462 cites W2061273963 @default.
- W2169700462 cites W2074520246 @default.
- W2169700462 cites W2088053248 @default.
- W2169700462 cites W2100358124 @default.
- W2169700462 cites W2109887329 @default.
- W2169700462 cites W2138575316 @default.
- W2169700462 cites W2152229927 @default.
- W2169700462 cites W2161375627 @default.
- W2169700462 cites W2162772535 @default.
- W2169700462 cites W2163952039 @default.
- W2169700462 doi "https://doi.org/10.20470/jsi.v6i3.233" @default.
- W2169700462 hasPublicationYear "2015" @default.
- W2169700462 type Work @default.
- W2169700462 sameAs 2169700462 @default.
- W2169700462 citedByCount "2" @default.
- W2169700462 countsByYear W21697004622022 @default.
- W2169700462 crossrefType "journal-article" @default.
- W2169700462 hasAuthorship W2169700462A5009167852 @default.
- W2169700462 hasAuthorship W2169700462A5041911020 @default.
- W2169700462 hasAuthorship W2169700462A5056929047 @default.
- W2169700462 hasAuthorship W2169700462A5071939132 @default.
- W2169700462 hasBestOaLocation W21697004621 @default.
- W2169700462 hasConcept C105795698 @default.
- W2169700462 hasConcept C124101348 @default.
- W2169700462 hasConcept C127413603 @default.
- W2169700462 hasConcept C153180895 @default.
- W2169700462 hasConcept C154945302 @default.
- W2169700462 hasConcept C2983946233 @default.
- W2169700462 hasConcept C33923547 @default.
- W2169700462 hasConcept C41008148 @default.
- W2169700462 hasConcept C9357733 @default.
- W2169700462 hasConceptScore W2169700462C105795698 @default.
- W2169700462 hasConceptScore W2169700462C124101348 @default.
- W2169700462 hasConceptScore W2169700462C127413603 @default.
- W2169700462 hasConceptScore W2169700462C153180895 @default.
- W2169700462 hasConceptScore W2169700462C154945302 @default.
- W2169700462 hasConceptScore W2169700462C2983946233 @default.
- W2169700462 hasConceptScore W2169700462C33923547 @default.
- W2169700462 hasConceptScore W2169700462C41008148 @default.
- W2169700462 hasConceptScore W2169700462C9357733 @default.
- W2169700462 hasLocation W21697004621 @default.
- W2169700462 hasLocation W21697004622 @default.
- W2169700462 hasOpenAccess W2169700462 @default.
- W2169700462 hasPrimaryLocation W21697004621 @default.
- W2169700462 hasRelatedWork W1485231525 @default.
- W2169700462 hasRelatedWork W1967524919 @default.
- W2169700462 hasRelatedWork W2033914206 @default.
- W2169700462 hasRelatedWork W2097371002 @default.
- W2169700462 hasRelatedWork W2146076056 @default.
- W2169700462 hasRelatedWork W2149238708 @default.
- W2169700462 hasRelatedWork W2276506109 @default.
- W2169700462 hasRelatedWork W2552050053 @default.
- W2169700462 hasRelatedWork W2899084033 @default.
- W2169700462 hasRelatedWork W3190776973 @default.
- W2169700462 isParatext "false" @default.
- W2169700462 isRetracted "false" @default.
- W2169700462 magId "2169700462" @default.
- W2169700462 workType "article" @default.