Obtaining Accurate and Comprehensible Data Mining Models : An Evolutionary Approach
When performing predictive data mining, the use of ensembles is claimed to virtually guarantee increased accuracy compared to the use of single models. Unfortunately, the problem of how to maximize ensemble accuracy is far from solved. In particular, the relationship between ensemble diversity and a...
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| Format: | Doctoral Thesis |
| Language: | English |
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Högskolan i Borås, Institutionen Handels- och IT-högskolan
2007
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| Online Access: | http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-3415 http://nbn-resolving.de/urn:isbn:978-91-85715-34-3 |