The first leg ended goalless last month meaning the winner would take all and Cameroon opened the scoring through Pierre Webo following a defensive mix-up.
Benjamin Moukandjo doubled the lead before half time with Tunisia grabbing a goal back five minutes after the restart through substitute Ahmed Akaichi.
A late double from Jean Makoun saw the Indomitable Lions book their place in Brazil.
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