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Yes, "Cabinet Room" should be capitalized when referring to a specific room where a cabinet meeting takes place.
The Cabinet Room
Cabinet meetings take place in the White House, or at least did.
There is a room in the White House that is designed for cabinet meetings.
Do you mean the cabinet department? A group of men and women who are the President's closest advisors?