A Combining Mathematical Programming Method For Multi-Group Data Classification

Name: A Combining Mathematical Programming Method For Multi-Group Data Classification
Author: Oerkcue, H H, Bal, H

İsim	A Combining Mathematical Programming Method For Multi-Group Data Classification
Yazar	Oerkcue, H H, Bal, H
Konu	Abundance, Classification, Computational efficiency, Computing time, Mathematical models, Mathematical programming
Tür	Süreli Yayın
Dil	Belirlenmemiş dil
Dijital	Evet
Yazma	Hayır
Kütüphane:	Washington Üniversitesi
Demirbaş Numarası	ISSN: 1303-9709
Kayıt Numarası	cdi_proquest_miscellaneous_869836671
Lokasyon	Check availability & request options
Tarih	Gazi University Journal of Science, 1901-01, Vol.24 (1), p.77-84
Notlar	In spite of the abundance of articles on mathematical programming models to the two-group classification problem, very few have addressed the multi-group classification problem using mathematical programming. This study presents a new multi-group data classification method based on mathematical programming. A new multi-group data classification model is proposed in this study that includes the strong properties of the mathematical programming models previously suggested for multi-group classification problems in the literature. The efficiency of proposed approach is tested on the well-known IRIS data set. The results on the IRIS data set show that our proposed method is usability and efficient on multi-group classification problems.
Örnek Metin	Gazi University Journal of Science, 1901-01, Vol.24 (1), p.77-84

Kaynağa git Washington Üniversitesi University of Washington

Aramaya Dön

Washington Üniversitesi

Kaynağa git

A Combining Mathematical Programming Method For Multi-Group Data Classification

Yazar Oerkcue, H H, Bal, H

Konu Abundance, Classification, Computational efficiency, Computing time, Mathematical models, Mathematical programming

Tür Süreli Yayın

Dil Belirlenmemiş dil

Dijital Evet

Yazma Hayır

Kütüphane Washington Üniversitesi

Demirbaş Numarası ISSN: 1303-9709

Kayıt Numarası cdi_proquest_miscellaneous_869836671

Lokasyon Check availability & request options

Tarih Gazi University Journal of Science, 1901-01, Vol.24 (1), p.77-84

Notlar In spite of the abundance of articles on mathematical programming models to the two-group classification problem, very few have addressed the multi-group classification problem using mathematical programming. This study presents a new multi-group data classification method based on mathematical programming. A new multi-group data classification model is proposed in this study that includes the strong properties of the mathematical programming models previously suggested for multi-group classification problems in the literature. The efficiency of proposed approach is tested on the well-known IRIS data set. The results on the IRIS data set show that our proposed method is usability and efficient on multi-group classification problems.

Örnek Metin Gazi University Journal of Science, 1901-01, Vol.24 (1), p.77-84