Clue: Party put up figure to be the PM (7)
Answer: BALFOUR
Explanation: Party put up figure to be the PM (7)
<=**LAB**(our) + **FOUR** ("figure") 
Refers to Arthur James Balfour, Tory Prime Minister between 1902 and 1905.