Yes. Private shows are recorded and made available for playback in the Videos archives automatically, typically in less than 24-hours. Once your private show has been made available, you will receive an email notification allowing you to access it within the video archives.
While in the Videos section, use the MY SHOWS link to view the recorded files from your paid shows. This list is also available within the MY ACCOUNT section of the site.