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Optimize(knn): optimize evaluate knn to accelerate computation

Colas Alexandre requested to merge optimization/2 into main

OPTIMIZE evaluate_knn() : when computing for k=20, we also compute for all k in [1,2,...,19]. So we could just use the labels retrieved with k=20 and use them for fewer k, instead of re-computing distance_matrix() for each k

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