If you don't need your rules anymore, breaking the link is just a single click away. This
leaves the folder without any rules.
-
Hover over a folder with rules applied (indicated by the
icon) and click 
More then Manage Rules.
-
Click Unlink.
The link between the current folder and the rule set is now broken.