On My Lumin while using the App for Quboz, I have found it to be very easy to press delete playlist because it is right below where you press to play the list,
What I do now is make a backup playlist. Name it something similar but different with maybe an X in front of the name. especially if the playlist is long and took a while to create, just in case the original gets deleted.
ozzy