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hello today we are going to learn about when machine learning algorithms named learning with prototypes this is a very simple algorithm letamp;#39;s understand it with the help of an example so letamp;#39;s say we want to assign this point P to one class so what we will do first is we will find average of all the data points present in a class so letamp;#39;s say we have these two classes class red and class green so average of all the data points of class screen will be mu 1 which is situated here and average of all the data points of class red will be this one which is mu2 now we will find distance of our Point P from both the MU so letamp;#39;s say mu 1. distance of P from mu 1 is less than distance of PA from mu 2 so we will be assigned to class green thank you
