The green plug (knock sensor) won't make the blindest bit of difference, but as some other loser (Davvy

) said if you are running the factory ECU at very best you need the sensor plugged in otherwise you will lose out on performance.
The EMFPA is the Electro Magnetic Fuel Pressure Actuator, on the metering head. Has a 2 wire multi plug