SpamChallenge 2007 : France Telecom R&D Submissions
Tanguy Urvoy, Emmanuel Chauveau, Pascal Filoche, Thomas Lavergne · 2007
In our article of Airweb 2006 workshop [4], we combined the approaches of html noise preprocessing (removing content), minhash fingerprinting and similarity clustering to spot dubious sets of web pages. For this challenge the idea is the same but we study more preprocessing and clustering strategies that we use to smooth the predictions of a classifier. We test two learning methodologies and sumbit two predictions.