The Dutch won 2-1 on the evening in Holland.
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Afterwards, McGinn said: "We created plenty of chances and even took an early lead, but we couldn’t convert them.
"We were just a bit unlucky, or perhaps lacked sharpness. Of course, we also knew that when we went into half-time at 1-1, they would believe in themselves, and that showed, especially in the second half.
"They really played with courage and determination. That’s what got them the three points.”