And  and uh also it 's still true that uh I think it 's true that  that we  we at least got fairly consistent i improved results by running uh the uh neural net transformation in parallel with the features
But
rather than uh in sequence which was  was your suggestion and that  that  that seems to have been borne out.
Mm - hmm. Mm - hmm.