%0 Conference Paper %1 EKK04 %A Eggermont, J. %A Kok, J. N. %A Kosters, W. A. %B Proceedings of the 2004 Symposium on Applied Computing (ACM SAC'04) %C Nicosia, Cyprus %D 2004 %K algorithms, classification data genetic programming, %P 1001--1005 %T Genetic Programming for Data Classification: Partitioning the Search Space %U http://www.liacs.nl/~kosters/SAC2003final.pdf %X When Genetic Programming is used to evolve decision trees for data classification, search spaces tend to become extremely large. We present several methods using techniques from the field of machine learning to refine and thereby reduce the search space sizes for decision tree evolvers. We will show that these refinement methods improve the classification performance of our algorithms.

@inproceedings{EKK04, abstract = {When Genetic Programming is used to evolve decision trees for data classification, search spaces tend to become extremely large. We present several methods using techniques from the field of machine learning to refine and thereby reduce the search space sizes for decision tree evolvers. We will show that these refinement methods improve the classification performance of our algorithms.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Nicosia, Cyprus}, author = {Eggermont, J. and Kok, J. N. and Kosters, W. A.}, biburl = {https://www.bibsonomy.org/bibtex/2ce337a9c3c3459c885cd671f698fbea3/brazovayeye}, booktitle = {Proceedings of the 2004 Symposium on Applied Computing (ACM SAC'04)}, interhash = {4a8ff115fbdea344843f5fbf973ffe8b}, intrahash = {ce337a9c3c3459c885cd671f698fbea3}, keywords = {algorithms, classification data genetic programming,}, month = {14-17 March}, organisation = {ACM}, pages = {1001--1005}, size = {5 pages}, timestamp = {2008-06-19T17:39:08.000+0200}, title = {Genetic Programming for Data Classification: {P}artitioning the Search Space}, url = {http://www.liacs.nl/~kosters/SAC2003final.pdf}, year = 2004 }