Abstract
For the PAN 2011 authorship identification challenge we have devel- oped a system based on a meta-classifier which selectively uses the results of multiple base classifiers. In addition we also performed feature engineering based on the given domain of e-mails. We present our system as well as results on the evaluation dataset. Our system performed second and third best in the authorship attribution task on the large data sets, and ranked middle for the small data set in the attribution task and in the verification task.
Original language | English |
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Title of host publication | CLEF 2011 |
Subtitle of host publication | CLEF2011 Working Notes |
Editors | Vivien Petras, Pamela Forner, Paul Clough, Nicola Ferro |
Publisher | CEUR |
Number of pages | 10 |
ISBN (Print) | 978-88-904810-1-7 |
Publication status | Published - 2011 |
Event | CLEF (Cross-Language Evaluation Forum) Conference on Multilingual and Multimodal Information Access Evaluation 2011 - Amsterdam, Netherlands Duration: 19 Sep 2011 → 22 Sep 2011 http://clef2011.clef-initiative.eu/ |
Publication series
Name | CEUR Workshop Proceedings |
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Publisher | CEUR-WS.org |
Volume | 1177 |
ISSN (Print) | 1613-0073 |
Conference
Conference | CLEF (Cross-Language Evaluation Forum) Conference on Multilingual and Multimodal Information Access Evaluation 2011 |
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Abbreviated title | CLEF |
Country | Netherlands |
City | Amsterdam |
Period | 19/09/11 → 22/09/11 |
Internet address |