Machine Learning, Data Science, Artificial Intelligence.
allows for the analysis of distances and also enables the discussion of convergence and continuity. Metric Space (Image by Author) Common metrics include the Manhattan distance and the Euclidean (L2) distance. However, a metric function must meet the following conditions for all x, y, and z in M: