Title:
Wavelet-Based Estimation of a Discriminant Function
Wavelet-Based Estimation of a Discriminant Function
| dc.contributor.author | Chang, Woojin | |
| dc.contributor.author | Kim, Seong-Hee | |
| dc.contributor.author | Vidakovic, Brani | |
| dc.contributor.corporatename | Georgia Institute of Technology. School of Industrial and Systems Engineering | |
| dc.date.accessioned | 2008-12-09T18:50:24Z | |
| dc.date.available | 2008-12-09T18:50:24Z | |
| dc.date.issued | 2002 | |
| dc.description.abstract | In this paper we consider wavelet-based binary linear classifiers. Both consistency results and implementational issues are addressed. We show that under mild assumptions on the design density wavelet discrimination rules are L₂-consistent. The proposed method is illustrated on synthetic data sets in which the "truth" is known and on an applied discrimination problem from the industrial field. | en |
| dc.identifier.uri | http://hdl.handle.net/1853/25926 | |
| dc.language.iso | en_US | en |
| dc.publisher | Georgia Institute of Technology | en |
| dc.relation.ispartofseries | Biomedical Engineering Technical Report ; G01/2002 | en |
| dc.subject | Discrimination | en |
| dc.subject | Wavelets | en |
| dc.subject | Regression | en |
| dc.title | Wavelet-Based Estimation of a Discriminant Function | en |
| dc.type | Text | |
| dc.type.genre | Technical Report | |
| dspace.entity.type | Publication | |
| local.contributor.author | Kim, Seong-Hee | |
| local.contributor.author | Vidakovic, Brani | |
| local.contributor.corporatename | Wallace H. Coulter Department of Biomedical Engineering | |
| local.contributor.corporatename | College of Engineering | |
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