You can learn to consciously control a lot of things that various ‘lie detectors’ monitor. I took a stress management/biofeedback class in college where we learned to raise and lower galvanic skin response, heart rate, and blood pressure. It was a fun class, and in learning to control them, you can also reduce the chance of getting a false positive by keeping any of those variables from drifting to far from the expected range.