If you want to delete a folder you can right click it and a popup menu will be displayed. Select the Rename Folder option and then type the new name for the folder and press Enter key.
Another way to rename a folder is to click on the desired folder and then to go File Menu, select the Folder option and then select the Rename Folder option. After that you have to type the new folder name and press Enter key.