But some readers seemed to find that creepy. Fortunately, there are other solutions. Show the character from behind:
Obscure their face with hair.
Use the "Shattered Face" technique (I have a board of these on Pinterest.)
Here are some more recent covers -- click on them to get to Goodreads -- that use multiple masking techniques: