Four people were also injured in the firing incident.
Fox News network reported that the incident occurred after a fight during a birthday party.
The attacker shot himself in the head after gunning down five people. The injured are being treated at a hospital.
Fox News quoting a police official reported that the attacker was probably one of the guests at the party.