Feature selection based on sequential orthogonal search strategy

This thesis introduces three new feature selection methods based on sequential orthogonal search strategy that addresses three different contexts of feature selection problem being considered. The first method is a supervised feature selection called the maximum relevance–minimum multicollinearity (...

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Bibliographic Details
Main Author: Senawi, Azlyna
Other Authors: Hua-Liang, Wei ; Billings, Stephen A.
Published: University of Sheffield 2018
Subjects:
620
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.759837