Could a Bayesian probability value be considered the same as or similar to a distance function in topological data analysis?

You could come up with ways to shoehorn a metric into a probability (all you need is a bijection between [0,1] and [0, infinity] and you’re set), but I’m not sure what the interpretation would be. HOWEVER, I think there … Continued