A semi-supervised spam mail detector
| dc.contributor.author | Pfahringer, Bernhard | |
| dc.coverage.spatial | Conference held at Berlin, Germany | en_NZ |
| dc.date.accessioned | 2008-11-27T03:42:29Z | |
| dc.date.available | 2008-11-27T03:42:29Z | |
| dc.date.issued | 2006 | |
| dc.description.abstract | This document describes a novel semi-supervised approach to spam classification, which was successful at the ECML/PKDD 2006 spam classification challenge. A local learning method based on lazy projections was successfully combined with a variant of a standard semi-supervised learning algorithm. | en_US |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | Pfahringer, B. (2006). A semi-supervised spam mail detector. In Proceedings of the ECML/PKDD 2006 Discovery Challenge Workshop, September 18-22, Berlin, Germany. | en_US |
| dc.identifier.uri | https://hdl.handle.net/10289/1482 | |
| dc.language.iso | en | |
| dc.relation.uri | http://www.ecmlpkdd2006.org/challenge.html | en_US |
| dc.rights | This article has been published in the Proceedings of the ECML/PKDD 2006 Discovery Challenge Workshop, September 18-22, Berlin, Germany. Used with permission. | en_US |
| dc.source | Discovery Challenge Workshop | en_NZ |
| dc.subject | computer science | en_US |
| dc.subject | Spam classification | en_US |
| dc.subject | semi-supervised learning algorithm | en_US |
| dc.subject | Machine learning | |
| dc.title | A semi-supervised spam mail detector | en_US |
| dc.type | Conference Contribution | en_US |
| dspace.entity.type | Publication | |
| pubs.finish-date | 2006-09-22 | en_NZ |
| pubs.start-date | 2006-09-18 | en_NZ |