Machine Learning, Data Science, Artificial Intelligence.
term a lot in the field of machine learning. A hyperparameter is variable in a model that we have to tune aka. we don’t know what to set it best to. In the case of K Nearest Neighbors, there’s a general heuristic that k = sqrt(N) where N is the number of points total. But how can we check that in a