An adaptive fuzzy regression model for the prediction of dichotomous response variables

• Main Authors: Zain, R.B., Abldin, B., Dom, R.M., Kareem, S.A.
• Format: Article
• Language: English
• Published: 2007
• Subjects: QA Mathematics; QA75 Electronic computers. Computer science; TA Engineering (General). Civil engineering (General)
• Online Access: http://eprints.um.edu.my/2356/1/rosnah7.pdf; http://eprints.um.edu.my/2356/; http://apps.webofknowledge.com/full_record.do?product=WOS&search_mode=MarkedList&qid=30&SID=S1hI3nKMO3H71@4f2gl&page=1&doc=3&colName=WOS

This paper proposes an adaptive technique in the prediction of dichotomous response variable by combining fuzzy concept with statistical logistic regression. The model was tested on an oral cancer dataset in predicting oral cancer susceptibility. In this paper we will present the development, evalua...