I recently had the need for Bayes Classifier[1] in a couple of projects, so I wrote a service that exposes one through an API. You can set up your prior set and then get predictions against that set.

I haven't gone through the trouble of making it suitable for public consumption yet. Would anyone be interested in consuming such a service?

[1]: https://en.wikipedia.org/wiki/Naive_Bayes_classifier