New approaches to modern statistical classification problems

This thesis concerns the development and mathematical analysis of statistical procedures for classification problems. In supervised classification, the practitioner is presented with the task of assigning an object to one of two or more classes, based on a number of labelled observations from each c...

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Bibliographic Details
Main Author: Cannings, Timothy Ivor
Published: University of Cambridge 2015
Subjects:
510
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.675908