Thanks. And yes, I think I am, which is why I'm sure such things must not only exist, but should probably be readily available and reasonably easy to use.

I have written a Bayesian classifier before, but that was binary, not multi-label. I can run multiple binary Bayesian classifiers, but that's probably not the best thing to be doing.

Hence the question.

I'll check your suggestions - thanks.

Added in edit: The package "bow" doesn't compile on my machine, so now I'm looking at an undetermined amount of time fixing the package so it does compile. Always fun.