randomSample
Jason House
jason.james.house at gmail.com
Sat May 23 18:44:22 PDT 2009
Andrei Alexandrescu Wrote:
> I'm writing a range to select a random sampling of a forward range. The
> number of elements in the forward range is already known.
>
> The strategy is: at any moment, I know I need to select k random samples
> out of n. To implement popFront, I generate a random number in [0, n -
> k]. That's the probability that the next item in the input will be part
> of the selection. If the random number is 0, then the element got
> selected. Otherwise, I must ignore that guy so I popFront the input
> range, decrease n by one, and repeat.
>
> This seems reasonable but somehow the selection comes skewed: the
> elements towards the beginning of the range are less represented than
> the ones towards the end. Where am I wrong?
>
>
> Andrei
You have your probability wrong. The selection probability is k/n. Pick a number in [0,n) and pick the element if the result is in [0,k). If you do select an item, decrement k. Always decrement n when popping, regardless of if the element is selected.
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