Naive (Bayes) at forty: The independence assumption in information retrieval
| Author(s) : | David D. Lewis, |
| Publisher : | N/A |
| Publication Date : | 1998 |
| ISSN : | N/A |
| Abstract : | Abstract. The naive Bayes classifier, currently experiencing a renaissance in machine learning, has long been a core technique in information retrieval. We review some of the variations of naive Bayes models used for text retrieval and classification, focusing on the distributional assump-tions made about word occurrences in documents. I, |