| dc.contributor.author | Fieldsend, Jonathan E. | |
| dc.contributor.author | Everson, Richard M. | |
| dc.date.accessioned | 2013-07-08T15:25:18Z | |
| dc.date.issued | 2007-11-15 | |
| dc.description.abstract | This chapter sets out a number of the popular areas in multiobjective supervised learning. It gives empirical examples of model complexity optimization and competing error terms, and presents the recent advances in multi-class receiver operating characteristic analysis enabled by multiobjective optimization. It concludes by highlighting some specific areas of interest/concern when dealing with multiobjective supervised learning problems, and sets out future areas of potential research. | en_GB |
| dc.identifier.citation | In: Multiobjective Problem Solving from Nature - From Concepts to Applications, edited by Joshua Knowles, David Corne, and Kalyanmoy Deb, pp. 155 - 176 | en_GB |
| dc.identifier.doi | 10.1007/978-3-540-72964-8_8 | |
| dc.identifier.uri | http://hdl.handle.net/10871/11569 | |
| dc.language.iso | en | en_GB |
| dc.publisher | Springer | en_GB |
| dc.relation.isversionof | http://hdl.handle.net/10871/11785 | |
| dc.relation.url | http://hdl.handle.net/10871/11785 | |
| dc.title | Multi-Objective Supervised Learning (book chapter) | en_GB |
| dc.type | Book chapter | en_GB |
| dc.date.available | 2013-07-08T15:25:18Z | |
| dc.identifier.isbn | 9783540729631 | |
| dc.identifier.isbn | 9783540729648 | |
| dc.identifier.issn | 1619-7127 | |
| dc.description | Copyright © 2008 Springer-Verlag Berlin Heidelberg. The final publication is available at link.springer.com | en_GB |
| dc.description | Extended version of the 2006 workshop paper presented at the Workshop on Multiobjective Problem-Solving from Nature, 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Reykjavik, Iceland, 9-13 September 2006; see: http://hdl.handle.net/10871/11785 | |
