The two plots below show the flarechecker applied to signal Monte
Carlo. My flare cuts are indicated by blue lines. Clearly,
the Monte Carlo indicates signal is unlikely to be mis-identified as a
flary event. The values of -1 are events, generally high energy
events, which the flarechecker cannot classify but are kept because
they are not known to be flary.