Question: how does knn calculate distance?
Answer: k-Nearest neighbor classification To classify an unknown instance represented by some feature vectors as a point in the feature space, the k-NN classifier calculates the distances between the point and points in the training data set. Usually, the Euclidean distance is used as the distance metric.