Boost mode:
At the song selection screen, press Left, Right, Down, Up. 

Extra Options:
After selecting a song at the selection screen, hold Start. This can also be performed by, selecting a song at the selection screen, then holding Circle. 

Groove Radar Values:
Hold Start just before the song selection screen appears. If timed right, numbers will appear on the groove radar, indicating the groove value of each song.