Incomplete Registrations are pretty common, especially for paid events. Potential attendees will complete most of the checkout process and then abandon it. For paid or ticketed events, it could be as simple as them not having their credit card on hand.
You can find any Incomplete Registrations in an Abandoned Cart report. To access this report, go to your Event Dashboard > Track > Reports > Abandoned Cart.