Original: It is called "black" because it absorbs all the light that hits the horizon, reflecting nothing, just like a perfect black body in thermodynamics.
Simplified: It is called "black" because it absorbs all the light that hits it, reflecting nothing, just like a perfect black body in thermodynamics.