This article discusses how to prevent Apple Mail from sending important, valid emails from known senders to your spam folder by putting them on a safe list. This helps ensure that good messages go straight to your inbox.
To prevent Apple Mail from incorrectly marking legitimate messages as spam:
From the Apple Mail menu, select Mail > Preferences.
Select the Junk E-mail tab.