One of my favourite nitpicks, but IMO 7x fewer errors means -6 times the error rate. Maybe error rate reduced by 86%.
For example, if you got 70 errors before you now get only 10 errors.
(edited because formatting swallowed asterisk for times)
If new is 1/7 the size of the old, then 7 * new = old. It takes 7 times of new_count to get the value of old_count. 1/7th of the old_count. 7x fewer seems like a shorthand, but I'm not a native English speaker.
x times != x times fewer
7 times => multiply7 times fewer => multiply by fraction