To add or remove a public label checkbox from the event submission form follow these steps:
Go to Portals > View Portals
Click the Portal ID to edit
Open the "Content & Submission Settings" tab
Near the bottom of this section there is a field titled "Labels for Submission Checkboxes"
Add or remove any labels to this field that you wish to appear publicly on your event submission form