Can I cancel my own challenge?

Yes, you can cancel the challenges that you've created anytime. Scroll down to the end of the ranking list and click on the red button End Challenge.

This ends the challenge for everyone who is taking part, but your goal is not affected. You can set up another challenge with this goal anytime.