The massive use of e-mail, digital and web documents makes text
categorization an important issue as one would rather find
documents that match perfectly one's search criteria and e-mail
accounts that would prevent spam successfully.

The main objective of this paper is to achieve an hierarchical
classification of text documents. This can be done by building a
tree whose nodes will contain a set of documents which are all
labelled by the same set of categories.