Cashews are commonly referred to as nuts, but they are actually seeds that come from the cashew apple pseudo fruit of the cashew tree. It is a tropical evergreen tree that produces the kidney-shaped seed (cashew) when it bears its fruit. The scientific name for this popular fruit is Anacardium Occidentale.