Long press on the favorite you wish to adjust. If you're on an iPad, you can tap "Edit" in the upper right hand corner of the navigation bar as well.

A gear and X icon should appear on all of your favorites.

Tap the gear to adjust your favorite, or tap the X if you'd like to remove your favorite.