I am trying to work clustering problem where I actually know the sublcass. For 

Suppose I am trying to predict cluster patients a group of people into male and 
female where I actually know the label male and female but I take it I don't 

Suppose my clustering method produces subclasses label 1 and 2. Is there a 
quick method of how to assign which labels 1 and 2 to male or female to 
maximize my prediction accuracy? Obvious in this case since there are only two 
cases it is trivial but when the number of subclasses gets big it, trying all 
the possible combinations can be very time consuming.


Tjun Kiat

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