From our experiments, we found out that you should decide to leave the air conditioner on or not during your absence by how long you are absent.
Also, the time varies by loss heat tendency of the room.
You should check the loss heat tendency by measuring temperature in 30 minuets.
If you use the simulation, you can find out the time which you should leave the air conditioner on or not.