1st Lt. Marciano Parisano was off base on a liberty pass in Comayagua, Honduras, at the time of his death, officials said.
An airman died after fleeing an attempted detention, the Air Force said.
Petty Officer 2nd Class Cuyler Burnett Condon and Seaman Dimitri Isacc Morales died in separate incidents following the ship's arrival.
Memorial Day is a time to mourn the nation’s fallen troops, but has also been about taking time off, since the 1860s.
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