New statistical estimation methodology for active learning and classification

Object classification by learning from data is a vast area of statistics and machine learning. Within classification, unlabelled data may be plentiful, allowing a few objects to be chosen for labelling by an expert. Systematically choosing these few objects can maximise classifier improvement: this...

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Bibliographic Details
Main Author: Evans, Lewis Percival Gordon
Other Authors: Adams, Niall ; Anagnostopoulos, Christoforos
Published: Imperial College London 2015
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.684348