Don't you need to be paired with the phone to give distance (or are you using some pedometer function?)
I've used Polar HR watches a lot in the past and after usually 15 jogs/bike rides I could estimate my HR pretty darn close (and I would get worse at estimates after a few months and put it back on for a ride or two).