FeedZero is a web-based feed aggregator that uses bayesian filtering to automatically classify articles according to the user's preferences. Preferences are determined by "training" the filter as to the user's preferences, by specifying whether or not individual articles are of interest. The more articles that are explicitly "liked" or "disliked", the better the filter becomes at determining which articles the user will like. Use of the website is free, although registration is required.