RJ Nowling created SPARK-2308:
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Summary: Add KMeans MiniBatch clustering algorithm to MLlib
Key: SPARK-2308
URL: https://issues.apache.org/jira/browse/SPARK-2308
Project: Spark
Issue Type: New Feature
Components: MLlib
Reporter: RJ Nowling
Priority: Minor
Mini-batch is a version of KMeans that uses a randomly-sampled subset of the
data points in each iteration instead of the full set of data points, improving
performance (and in some cases, accuracy). The mini-batch version is
compatible with the KMeans|| initialization algorithm currently implemented in
MLlib.
I suggest adding KMeans Mini-batch as an alternative.
I'd like this to be assigned to me.
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