Can i open unpaid item case against returned cod transactions?

[hydes4u]

Hi 

Tecnically any itedm which comes back undelivered i COD Transaction is also unpaid item, so can I open unpaid item case against it as ebay is charging me 7% for item which has come back undelivered.