Only one time since the end of the Great Depression has the incumbent party retained the Presidency with an unemployment rate greater than 6%. That was the Republicans (Ronald Reagan) in 1984. Five other times (1960, 1976, 1980, 1992 and 2008) the challenging party won the Presidency.
The unemployment rate as of the end of October 2012 is 7.9%.