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@blodoli, this task is part of your dissertation work, to get started in the task of building a classifier, first create a feed validator, i.e., a script which goes through all the feed in the database marking for deletion the feeds which no longer exist.
Develop a NaiveBayes classifier to help the classification of feeds into a list of categories:
for example: Newspaper, Blog, advertisement, etc.
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