In general the distribution does not tell you anything about a single member.
It only tells you that 5% percent of the sample belongs to a certain class.
But nothing about the instances them selfs.
(Assuming the sample actually represents the underlying distribution)
If 10% of the students of computer science are female, it does not mean, that there is a 10% chance for every student to become female when studying cs.
That was already decided before they began to study.
So the information is a one way street.
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