Double-click the Favorites folder, use hold Ctrl while left-clicking to select multiple items, and then press Delete. To remove all items within a folder or sub-folder, press Ctrl-A to select all items, and then press Delete.
How do I remove an item from Favourites?
Right-click the bookmark you want to delete. Select Delete from the drop-down menu that appears.