Obtaining Accurate and Comprehensible Data Mining Models : An Evolutionary Approach

Obtaining Accurate and Comprehensible Data Mining Models : An Evolutionary Approach

Show other versions (1)

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...

Full description

Bibliographic Details
Main Author: Johansson, Ulf
Format: Doctoral Thesis
Language:English
Published: Högskolan i Borås, Institutionen Handels- och IT-högskolan 2007
Subjects:
rule extraction
ensembles
data mining
genetic programming
artificial neural networks
Computer and Information Science
Data- och informationsvetenskap
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

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:hb:diva-3415
http://nbn-resolving.de/urn:isbn:978-91-85715-34-3

Similar Items