Remove error message of a particular field using jquery validate

I have a simple form that looks like below. I have clicked the Submit button once and all the jquery validation messages appear (as shown in red). However, upon unchecking the Call checkbox for Sports Event, I would like to remove all jquery validate messages associated to the Sports Event only. How can I do that? Currently, if I check the Call checkbox again, the validation messages are still shown.