Space: Apache Mahout (https://cwiki.apache.org/confluence/display/MAHOUT)
Page: Top Down Clustering 
(https://cwiki.apache.org/confluence/display/MAHOUT/Top+Down+Clustering)

Added by Paritosh Ranjan:
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Top Down Clustering

Top Down clustering is a type of Hierarchical Clustering. Top Down Clustering 
is a technique of clustering which tries to find bigger clusters first and then 
doing fine grained clustering on these clusters. Hence the name Top Down.

Any algorithm can be used to perform the Top Level Clustering and the Bottom 
Level Clustering. So, all algorithms provided by Mahout, other than the MinHash 
Clustering algorithm ( which is a "Bottom Up" Clustering Algorithm ), can be 
used for Top Down Clustering, on both Top Level and Bottom Level.

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