DOC fix some docstring/parameter list mismatches 

(particularly in metrics and bayes)
See #2062 for a list and a script to fetch them
When was that changed? If it is changed now, it should be removed in 0.18, right? And if it was changed before and is to be removed in 0.16 we don't need it, as 0.16 is the next release.