Accuracy and Diversity in Ensembles of Text Categorisers
Error-Correcting Out Codes (ECOC) ensembles of binary classifiers are used in Text Cate- gorisation to improve the accuracy while benefiting from learning algorithms that only support two classes. An accurate ensemble relies on the quality of its corresponding decomposition ma- trix, which at...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Centro Latinoamericano de Estudios en Informática
2005-12-01
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| Series: | CLEI Electronic Journal |
| Online Access: | http://clei.org/cleiej-beta/index.php/cleiej/article/view/319 |