How to run a bash script by double clicking by entering the path in sudoers?

Using

visudo

I add the line

ALL=(ALL) NOPASSWD: /home/user/script.sh

in

but the **script.sh** does not run on double click. If I add the line

ALL=(ALL) NOPASSWD:ALL

in

then the **script.sh** runs and works when double clicked. How can do it? Thanks.