One you are logged in to the website, click your Logo/Name in the top right corner, then click settings.
Once you are in the settings screen, make sure to select the Privacy tab on the left hand side. Then, choose from the options on the right. To be completely removed from the Parent Directory, select the top option. You may return and change this setting at any time.