[mlpack-git] [mlpack/mlpack] Implementation of Multiprobe LSH (#691)
Ryan Curtin
notifications at github.com
Tue Jun 21 22:52:08 EDT 2016
> + {
> + // get the perturbation set corresponding to the minimum score
> + Ai = perturbationSets[ minHeap.top().second ];
> + minHeap.pop(); // .top() returns, .pop() removes
> +
> +
> + // modify Ai (shift)
> + std::vector<size_t> As = Ai;
> + perturbationShift(As);
> + if ( perturbationValid(As, numProj) )
> + {
> + perturbationSets.push_back(As); // add shifted set to sets
> + std::pair<double, size_t> shifted(
> + perturbationScore(As, scores),
> + perturbationSets.size() - 1); // (score, position) pair for shift
> + minHeap.push(shifted);
Consider also using `make_pair`:
```
minHeap.push(std::make_pair(perturbationScore(As, scores), perturbationSets.size() - 1));
```
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