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so lets talk about the distance measures and remember the reason were talking about these is these are distances between clusters not between individual data points so this is where it gets interesting and creative right the simplest one thats the one that we had on the last slide is the single link right single link says that if I have so in this picture I have three clusters right I have a red cluster the yellow cluster and the blue cluster might its just happens to be a very small cluster if Im measuring the distance between red and yellow in single link clustering the way I do that is I look for two points such that one point is in red and other point is in yellow and theyre cool as close to each other as they can be so I look for two closest points where one point is among cluster now the point is in another cluster so the way to code to encode it is youre looking for and minimum right you are doing in min over all the points in cluster one and all the points in cluster to
