A semi-supervised spam mail detector

Pfahringer, Bernhard

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www.ecmlpkdd2006.org

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Pfahringer, B. (2006). A semi-supervised spam mail detector. In Proceedings of the ECML/PKDD 2006 Discovery Challenge Workshop, September 18-22, Berlin, Germany.

Permanent Research Commons link: https://hdl.handle.net/10289/1482

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.

Date

2006

Type

Conference Contribution

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.

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Computing and Mathematical Sciences Papers [1455]