Hi, I would like to change the global step of BIRCH algorithm to be performed using K-means instead of AgglomerativeClustering. Is something like that possible?
My goal is to use BIRCH for a streaming data and try to improve output quality. The idea is to use BIRCH subclusters to estimate the number of clusters K for K-means (e.g. Gap statistics), and then run K-means as a final step. Thank you. Best, Dzenan
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