Meta-classifier approach to reliable text classification(12)

A problem with automatic classifiers is that there is no way to know if a particular classification is just a guess or a certain answer. Reliable classification is the task of predicting whether a certain instance is correctly classified or not, i.e., a cl

1.4.THESISOUTLINE

1.4ThesisOutline

Theremainingpartofthisthesisisstructuredasfollows.Inchapter2wede-

scribethetext-classi cationtasksandthedatasetsprovidedbytheCBS,and

wediscussthedata-preparationprocess.Chapter3studiestextclassi cation,

andelaboratesontextrepresentation,classi cationalgorithms,andexperiments

withtheCBSdata.Chapter4discussesthedetailsofthemeta-classi erap-

proach,anddescribesexperimentswiththeCBSdata.Finally,inchapter5we

drawaconclusion,andwegivesomerecommendationsforfutureresearch.

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