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CFM : comprehensive fuzzy logic-based modelling algorithm in breast cancer prognosis

Hadad, Amir Hossein

Description

A novel supervised machine learning algorithm that improves the 1993 Sugeno-Yasukawa (SY) modelling algorithm to produce fuzzy models is presented in this thesis. There have been over 1500 citations of their study, however, there are only a handful of studies done on improving the performance of the SY technique. A modified version of SY modelling algorithm (CFM: Comprehensive Fuzzy Modelling) which produces statistically significant improvements of the original work of SY with regards to...[Show more]

CollectionsOpen Access Theses
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/150243

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