There is a short answer, and a long answer. The short answer is:

If 24 FPS – 1/50
If 30 FPS – 1/60
If 60 FPS – 1/125

This video is also a quick summary of why this is based on the physical mechanics of a rotary shutter mechanism (or 180 Degree Shutter).