One person was shot and killed and three people were injured in the shooting near 399 Irving Turner Boulevard.
It happened shortly after 7 p.m.
Two men and a woman were each shot once in the leg.
Another man was shot once in the arm and died at the hospital.
Police are in the early stages of their investigation.
So far police have not identified a motive for the shootings.
Investigators are still searching for the suspect.
Police ask anyone with information about this or any other crimes to call the Department's 24-hour "Crime Stoppers" anonymous tip line at 877 NWK-TIPS (877 695-8477) or NWK-GUNS (877 695-4867).