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Mar 28, 2018 at 6:19 comment added Ripstein I agree on the point @SFTP made, I don't see why a PAM with Euclidean distance (a real distance) wouldn't give us the clusters you proposed, taking Lisabeth and Maryann as the 2 medoids.
Mar 27, 2018 at 19:05 comment added user380 The bold paragraph is false. Define d(x, y) to be the length of shortest chain of words from the given word set where two words are connected if one is a substring of the other. If there is no such chain, let d(x, y) be the total number of words in the set. This is a metric (triangle inequality holds) and it clusters the names in your example exactly as expected. Metrics don't have to be based on counting characters. Also, this does not address the actual question.
Mar 27, 2018 at 17:50 review First posts
Mar 27, 2018 at 17:51
Mar 27, 2018 at 17:48 history answered Eamonn Keogh CC BY-SA 3.0