Apple - How to choose the "From" account in El Capitan Mail when composing e-mail

Select your preferred email address in Preferences > Composing > Send new messages from:

If for some reason that doesn't work, try rebooting.

I just added a new account and I needed to restart the Mail.app to have the From field show up in the New Message window: