Machine Learning, Mathematics, Linear Algebra, Physics.
property] d(x, z) + d(z, y) ≥ d(x, y), for all (x, y, z) ∈ X [Triangle inequality] These properties are intuitive enough as they hold true for the distance function we encounter in Euclidean space. Any function d satisfying these properties can be a metric function. The metric space M is therefore