Simple Answer Yes!
NFPA 86 with is the national saftey code for ovens and furnaces says yes.
Anytime oven is unattended, for more than a short period of time, it must be off.
God forbid you had a problem, very doubtfull your insurance company would cover your loss.
Happy Printing
Winston