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Modified source code to store & return the entire tree structure of bisecting k-means?
Hello, thanks for putting up this repo on Spark implementation of bisecting k-means. Very helpful.
Quick question to follow up on the "What's Next?" section of your intro to bisecting k-means clustering in MLlib 1.6: https://github.com/yu-iskw/bisecting-kmeans-blog/blob/master/blog-article.md
For the first ticket you mentioned [SPARK-11664] "Add methods to get bisecting k-means cluster structure (to get the full cluster tree?)", I checked its JIRA ticket (https://issues.apache.org/jira/browse/SPARK-11664) and the status was marked "resolved". However, in Spark MLlib's latest implementation (2.4.4) as follows, I didn't find this tree structure, or dendrogram to be a built-in output:
PySpark MLlib 2.4.4 official documentation:
https://spark.apache.org/docs/latest/api/python/pyspark.mllib.html#pyspark.mllib.clustering.BisectingKMeans
https://spark.apache.org/docs/latest/api/python/pyspark.mllib.html#pyspark.mllib.clustering.BisectingKMeansModel
Scala MLlib 2.4.4 official documentation:
https://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.mllib.clustering.BisectingKMeans
https://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.mllib.clustering.BisectingKMeansModel
We also looked up into their source code, and it does not seem to have the hierarchical tree structure stored as built-in output?
If the tree structure is not available in Spark MLlib 2.4.4 BisectingKMeans, would you by any chance know if anyone has modified the source code to get the tree structure with the modified code published?
Thanks!
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