Meta-classifier approach to reliable text classification(6)

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

CONTENTS

4.4

4.5

4.6LocalMeta-Classi erApproach..........AccuracyandCoverage..............ExperimentswiththeMeta-Classi erApproach.

4.6.1ExperimentalSettingandMethodology.

4.6.2ExperimentalResults...........

4.6.3EvaluationandDiscussionoftheResults

ChapterSummary................................................................................242526262731324.7

5ConclusionandFutureResearch33

5.1Conclusion..............................33

5.2Futureresearch............................34

Appendix35

ATestResultsoftheMeta-Classi erApproach36

A.1TestResultsontheProfession2Dataset..............36

A.2TestResultsontheEducation2Dataset..............39

References44

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