| dc.contributor.author | Dağ, Hasan | |
| dc.contributor.author | Sayın, Kamran Emre | |
| dc.contributor.author | Yenidoğan, Işıl | |
| dc.contributor.author | Albayrak, Songül Varli | |
| dc.contributor.author | Acar, Can | |
| dc.date.accessioned | 2019-06-28T11:11:07Z | |
| dc.date.available | 2019-06-28T11:11:07Z | |
| dc.date.issued | 2012 | |
| dc.identifier.isbn | 9781467314466 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12469/1468 | |
| dc.identifier.uri | https://doi.org/10.1109/INISTA.2012.6247011 | |
| dc.description.abstract | Data mining application areas widen day by day. Among those areas medical area has been receiving quite a big attention. However working with very large data sets with many attributes is hard. Experts in this field use heavily advanced statistical analysis. The use of data mining techniques is fairly new. This paper compares three feature selection algorithms on medical data sets and comments on the importance of discretization of attributes. © 2012 IEEE. | en_US] |
| dc.language.iso | eng | en_US |
| dc.publisher | IEEE | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Correlation Based Feature Selection (CFS) | en_US |
| dc.subject | Data mining | en_US |
| dc.subject | Discretization | en_US |
| dc.subject | Feature selection algorithms | en_US |
| dc.subject | Gain ratio | en_US |
| dc.subject | Information gain | en_US |
| dc.title | Comparison of feature selection algorithms for medical data | en_US |
| dc.type | conferenceObject | en_US |
| dc.relation.journal | 2012 International Symposium on Innovations in Intelligent Systems and Applications | en_US |
| dc.department | Fakülteler, İşletme Fakültesi, Yönetim Bilişim Sistemleri Bölümü | en_US |
| dc.identifier.doi | 10.1109/INISTA.2012.6247011 | en_US |
| dc.identifier.scopus | 2-s2.0-84866605750 | en_US |
| dc.institutionauthor | Dağ, Hasan | en_US |
| dc.institutionauthor | Sayın, Kamran Emre | en_US |
| dc.institutionauthor | Yenidoğan, Işıl | en_US |
| dc.institutionauthor | Acar, Can | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
