All users were imported, but the email addresses were not linked to the right users. I can't believe this could happen. I used all default settings to export users, and then import them in a fresh WP install. All my users got the email address of another user account!!!
Used this with WP 3.9 and it worked flawlessly.
Just what I was looking for...
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