How does one tune the parameters k and r for locality sensitive hashing before deployment?
Hello all I understand the theory of LSH. I however am confused about how to set the parametrs k and r for LSH before deployment. Are we tuning on a training set? If so how do we adjust parameters for a test dataset that will necessarily have a different size?