One-Class SVMs for Document Classification (2001)
by
Larry M. Manevitz
,
Malik Yousef
,
Nello Cristianini
,
John Shawe-taylor
,
Bob Williamson
| Venue: | Journal of Machine Learning Research |
| Citations: | 76 - 1 self |
BibTeX
@ARTICLE{Manevitz01one-classsvms,
author = {Larry M. Manevitz and Malik Yousef and Nello Cristianini and John Shawe-taylor and Bob Williamson},
title = {One-Class SVMs for Document Classification},
journal = {Journal of Machine Learning Research},
year = {2001},
volume = {2},
pages = {139--154}
}
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Abstract
We implemented versions of the SVM appropriate for one-class classification in the context of information retrieval. The experiments were conducted on the standard Reuters data set.
