I've been wearing my heart rate monitor to spin class lately, and I check it many times throughout class. I've noticed that my heart rate is way higher than it should be during most of the class, and yet the instructor is saying to go harder and faster.

What's the best way to keep my heart rate at a lower level - scale back intensity or decrease resistance?