FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2182870249> ?p ?o ?g. }

• W2182870249 abstract "In today’s world, people get affected by many diseases which cannot be completely cured. Diabetes is one such disease and is now a big growing health problem. It leads to the risk of heart attack, kidney failure and renal disease. The techniques of data mining have been widely applied to extract knowledge from medical databases. In this paper, we evaluated the performance of knearest neighbor(kNN) algorithm for classification of Diabetes data. We considered the data imputation, scaling and normalization techniques to improve the accuracy of the classifier while using diabetes data, which may contain lot of missing values. We selected to explore KNN because, it is very simple and faster than most of the complex classification algorithms. To measure the performance, we used Accuracy and Error rate as the metrics. We found that data imputation method will not lead to higher accuracy; instead it will give correct accuracy for missing values and imputation along with a suitable data preprocessing method increases the accuracy." @default.
• W2182870249 created "2016-06-24" @default.
• W2182870249 creator A5066104094 @default.
• W2182870249 creator A5090843233 @default.
• W2182870249 date "2012-01-01" @default.
• W2182870249 modified "2023-09-23" @default.
• W2182870249 title "IMPROVING THE PERFORMANCE OF K-NEAREST NEIGHBOR ALGORITHM FOR THE CLASSIFICATION OF DIABETES DATASET WITH MISSING VALUES" @default.
• W2182870249 cites W144764020 @default.
• W2182870249 cites W1487370128 @default.
• W2182870249 cites W1504694836 @default.
• W2182870249 cites W1545647341 @default.
• W2182870249 cites W1833977909 @default.
• W2182870249 cites W1873332500 @default.
• W2182870249 cites W1979584871 @default.
• W2182870249 cites W1983479840 @default.
• W2182870249 cites W2084812512 @default.
• W2182870249 cites W2096552347 @default.
• W2182870249 cites W2098824882 @default.
• W2182870249 cites W2100406636 @default.
• W2182870249 cites W2115114820 @default.
• W2182870249 cites W2116419523 @default.
• W2182870249 cites W2117584456 @default.
• W2182870249 cites W2117812871 @default.
• W2182870249 cites W2121096113 @default.
• W2182870249 cites W2125055259 @default.
• W2182870249 cites W2131790583 @default.
• W2182870249 cites W2140190241 @default.
• W2182870249 cites W2140785063 @default.
• W2182870249 cites W2142827986 @default.
• W2182870249 cites W2149706766 @default.
• W2182870249 cites W2153028052 @default.
• W2182870249 cites W2156782539 @default.
• W2182870249 cites W2156909104 @default.
• W2182870249 cites W2163930361 @default.
• W2182870249 cites W2169773724 @default.
• W2182870249 cites W3139831614 @default.
• W2182870249 cites W2398524696 @default.
• W2182870249 hasPublicationYear "2012" @default.
• W2182870249 type Work @default.
• W2182870249 sameAs 2182870249 @default.
• W2182870249 citedByCount "2" @default.
• W2182870249 countsByYear W21828702492014 @default.
• W2182870249 countsByYear W21828702492015 @default.
• W2182870249 crossrefType "journal-article" @default.
• W2182870249 hasAuthorship W2182870249A5066104094 @default.
• W2182870249 hasAuthorship W2182870249A5090843233 @default.
• W2182870249 hasConcept C10551718 @default.
• W2182870249 hasConcept C113238511 @default.
• W2182870249 hasConcept C119857082 @default.
• W2182870249 hasConcept C124101348 @default.
• W2182870249 hasConcept C136886441 @default.
• W2182870249 hasConcept C144024400 @default.
• W2182870249 hasConcept C153180895 @default.
• W2182870249 hasConcept C154945302 @default.
• W2182870249 hasConcept C162984825 @default.
• W2182870249 hasConcept C19165224 @default.
• W2182870249 hasConcept C34736171 @default.
• W2182870249 hasConcept C41008148 @default.
• W2182870249 hasConcept C58041806 @default.
• W2182870249 hasConcept C9357733 @default.
• W2182870249 hasConcept C95623464 @default.
• W2182870249 hasConceptScore W2182870249C10551718 @default.
• W2182870249 hasConceptScore W2182870249C113238511 @default.
• W2182870249 hasConceptScore W2182870249C119857082 @default.
• W2182870249 hasConceptScore W2182870249C124101348 @default.
• W2182870249 hasConceptScore W2182870249C136886441 @default.
• W2182870249 hasConceptScore W2182870249C144024400 @default.
• W2182870249 hasConceptScore W2182870249C153180895 @default.
• W2182870249 hasConceptScore W2182870249C154945302 @default.
• W2182870249 hasConceptScore W2182870249C162984825 @default.
• W2182870249 hasConceptScore W2182870249C19165224 @default.
• W2182870249 hasConceptScore W2182870249C34736171 @default.
• W2182870249 hasConceptScore W2182870249C41008148 @default.
• W2182870249 hasConceptScore W2182870249C58041806 @default.
• W2182870249 hasConceptScore W2182870249C9357733 @default.
• W2182870249 hasConceptScore W2182870249C95623464 @default.
• W2182870249 hasLocation W21828702491 @default.
• W2182870249 hasOpenAccess W2182870249 @default.
• W2182870249 hasPrimaryLocation W21828702491 @default.
• W2182870249 hasRelatedWork W1525701510 @default.
• W2182870249 hasRelatedWork W2044385571 @default.
• W2182870249 hasRelatedWork W2109407324 @default.
• W2182870249 hasRelatedWork W2364792200 @default.
• W2182870249 hasRelatedWork W2397124290 @default.
• W2182870249 hasRelatedWork W2559211434 @default.
• W2182870249 hasRelatedWork W2779677654 @default.
• W2182870249 hasRelatedWork W2782466627 @default.
• W2182870249 hasRelatedWork W2810591130 @default.
• W2182870249 hasRelatedWork W2894412181 @default.
• W2182870249 hasRelatedWork W2913990319 @default.
• W2182870249 hasRelatedWork W2922264940 @default.
• W2182870249 hasRelatedWork W2924713973 @default.
• W2182870249 hasRelatedWork W2958786037 @default.
• W2182870249 hasRelatedWork W3009359662 @default.
• W2182870249 hasRelatedWork W3125341323 @default.
• W2182870249 hasRelatedWork W3169220679 @default.
• W2182870249 hasRelatedWork W3178827630 @default.
• W2182870249 hasRelatedWork W2183802972 @default.
• W2182870249 hasRelatedWork W2184197037 @default.
• W2182870249 isParatext "false" @default.

• next