The Compliance report keeps your selections, if you need to amend your previous settings follow the next steps:
On Step 1 Hover Over selected users and click on the bin icon to remove them from your report
Alternatively Select Reset at top of the list to start from the beginning.
On Step 3 you can Reset previously selected options for both By Hazard or By Training view from the top of the list.