Empirical evaluation of semi-supervised naïve Bayes for active learning

This thesis describes an empirical evaluation of semi-supervised and active learning individually, and in combination for the naïve Bayes classifier. Active learning aims to minimise the amount of labelled data required to train the classifier by using the model to direct the labelling of the most...

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Bibliographic Details
Main Author: Saeed, Awat Abdulla
Published: University of East Anglia 2018
Subjects:
004
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.753892