Basit öğe kaydını göster

dc.contributor.authorAsrul, Harun Ismail
dc.contributor.authorZeybek, Sultan
dc.contributor.authorIgnatius, Hargyo T.N.
dc.date.accessioned2022-07-22T13:55:41Z
dc.date.available2022-07-22T13:55:41Z
dc.date.issued2021en_US
dc.identifier.citationASRUL, Harun Ismail, Sultan ZEYBEK & Hargyo T.N. IGNATİUS. "Enhancing Nearest Centroid with Coverage Principle for Classification Problem".2021 4th International Conference on Computer and Informatics Engineering (IC2IE), (2021).en_US
dc.identifier.urihttps://hdl.handle.net/11352/4127
dc.description.abstractMotivated by the network coverage of the trans- mitter, this research proposes a novel coverage-based method to improve the Nearest Centroid’s class prediction by replacing the centroid with radius coverage as the reference in measuring distance. This novel approach, called Nearest Coverage, was tested using a breast cancer dataset to demonstrate its efficacy. The results indicate that this new classifier approach is promising more accuracy than the Nearest Centroid using appropriate coverage configurations. This method has the advantage of being straightforward and applicable to a wide variety of classification problems.en_US
dc.language.isoengen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.isversionof10.1109/IC2IE53219.2021.9649329en_US
dc.rightsinfo:eu-repo/semantics/embargoedAccessen_US
dc.subjectClassificationen_US
dc.subjectMachine Learningen_US
dc.subjectSupervised Learningen_US
dc.subjectThe Nearest Centroiden_US
dc.titleEnhancing Nearest Centroid with Coverage Principle for Classification Problemen_US
dc.typeconferenceObjecten_US
dc.relation.journal2021 4th International Conference on Computer and Informatics Engineering (IC2IE)en_US
dc.contributor.departmentFSM Vakıf Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.contributor.institutionauthorZeybek, Sultan


Bu öğenin dosyaları:

Thumbnail

Bu öğe aşağıdaki koleksiyon(lar)da görünmektedir.

Basit öğe kaydını göster