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Q: Tuning distance threshold in online clustering

RickyfoxIn online clustering there are approaches where a threshold $r$ on the distance to the nearest cluster is used to determine whether a new data point should be associated to an existing cluster or become its own cluster. This kind of hyperparameter appears to me to be the kind that is somewhat dif...

Author didn't reply to the email I wrote them about this. Working with a full distance matrix of the available data is also not an option, so I guess I'll be looking for other options
 

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