A channel must have no conversations assigned to it to be deleted. Deleted channels cannot be recovered. A deleted channel must be recreated.
Instructions
Click the Profile Icon and then Manage Organization:

Select Channels from the left-hand menu:

Click the Action Menu (three-dot icon) for your desired channel and select Delete:

Click OK on the confirmation pop-up:
