Matches in SemOpenAlex for { <https://semopenalex.org/work/W577973006> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W577973006 abstract "Heart disease is the leading cause of death in the world. Being able to conduct an early screening diagnosis of heart disease at home, could potentially be a tool to reduce the amount of people who lose their lives to the disease in the future.This report aims at investigating if an early screening diagnostic aid using no attributes requiring advanced medical equipment to be measured can be created, that acquires the same level of accuracy as previous data sets and studies. A litera- ture study of medical background, patient data sets and attributes, as well as data mining was conducted. A unique home data set consisting of attributes that can be obtained from home was created and data mining experiments were run in WEKA, using classification algorithms Naive-Bayes and Decision Trees.The results are compared to the Cleveland data set in regards to accuracy. The study shows that the home data set does not deliver the same accuracy level as the Cleveland data set. The idea that similar accuracy can be obtained for the dierent sets has not been disproven and more exhaustive research is encouraged." @default.
- W577973006 created "2016-06-24" @default.
- W577973006 creator A5033181154 @default.
- W577973006 creator A5038434557 @default.
- W577973006 date "2015-01-01" @default.
- W577973006 modified "2023-09-26" @default.
- W577973006 title "Early screening diagnostic aid for heart disease using data mining : An evaluation using patient data that can be obtained without medical equipment" @default.
- W577973006 hasPublicationYear "2015" @default.
- W577973006 type Work @default.
- W577973006 sameAs 577973006 @default.
- W577973006 citedByCount "0" @default.
- W577973006 crossrefType "journal-article" @default.
- W577973006 hasAuthorship W577973006A5033181154 @default.
- W577973006 hasAuthorship W577973006A5038434557 @default.
- W577973006 hasConcept C119857082 @default.
- W577973006 hasConcept C12267149 @default.
- W577973006 hasConcept C124101348 @default.
- W577973006 hasConcept C154945302 @default.
- W577973006 hasConcept C177264268 @default.
- W577973006 hasConcept C199360897 @default.
- W577973006 hasConcept C2522767166 @default.
- W577973006 hasConcept C41008148 @default.
- W577973006 hasConcept C52001869 @default.
- W577973006 hasConcept C58489278 @default.
- W577973006 hasConcept C71924100 @default.
- W577973006 hasConcept C84525736 @default.
- W577973006 hasConceptScore W577973006C119857082 @default.
- W577973006 hasConceptScore W577973006C12267149 @default.
- W577973006 hasConceptScore W577973006C124101348 @default.
- W577973006 hasConceptScore W577973006C154945302 @default.
- W577973006 hasConceptScore W577973006C177264268 @default.
- W577973006 hasConceptScore W577973006C199360897 @default.
- W577973006 hasConceptScore W577973006C2522767166 @default.
- W577973006 hasConceptScore W577973006C41008148 @default.
- W577973006 hasConceptScore W577973006C52001869 @default.
- W577973006 hasConceptScore W577973006C58489278 @default.
- W577973006 hasConceptScore W577973006C71924100 @default.
- W577973006 hasConceptScore W577973006C84525736 @default.
- W577973006 hasLocation W5779730061 @default.
- W577973006 hasOpenAccess W577973006 @default.
- W577973006 hasPrimaryLocation W5779730061 @default.
- W577973006 hasRelatedWork W2131958044 @default.
- W577973006 hasRelatedWork W2184956279 @default.
- W577973006 hasRelatedWork W2309690679 @default.
- W577973006 hasRelatedWork W2486823558 @default.
- W577973006 hasRelatedWork W2527826506 @default.
- W577973006 hasRelatedWork W2773825473 @default.
- W577973006 hasRelatedWork W2782697061 @default.
- W577973006 hasRelatedWork W2889345147 @default.
- W577973006 hasRelatedWork W2893569421 @default.
- W577973006 hasRelatedWork W2912248656 @default.
- W577973006 hasRelatedWork W2979377734 @default.
- W577973006 hasRelatedWork W3046657815 @default.
- W577973006 hasRelatedWork W3122914901 @default.
- W577973006 hasRelatedWork W3171143401 @default.
- W577973006 hasRelatedWork W3199899573 @default.
- W577973006 hasRelatedWork W3207893075 @default.
- W577973006 hasRelatedWork W3212557169 @default.
- W577973006 hasRelatedWork W2207386461 @default.
- W577973006 hasRelatedWork W2553792116 @default.
- W577973006 hasRelatedWork W2949130511 @default.
- W577973006 isParatext "false" @default.
- W577973006 isRetracted "false" @default.
- W577973006 magId "577973006" @default.
- W577973006 workType "article" @default.