you cannot!
when you delete you execute SQL like “DELETE FROM .. WHERE … “
How would you write a WHERE-condition that distinguishes between identical rows? You cannot, and SQLyog cannot either!
That is one good reason to have a PRIMARY KEY in the table!
http://webyog.com/faq/28_70_en.html
Simply add a autoincrement INTEGER column to the table and define that column as the PK – and there will NEVER be identical rows!