Click on the Settings icon at top right:
Click on the Folders tab to see a list of your folders:
Click on the required folder to select it, then click the setting icon on bottom of that page then click on delete icon:
Click OK when asked "Do you really want to delete this folder?"
All subscribed folders will have a tick mark against it. Each folders property can be modified.