Travis Galoppo created SPARK-6398:
-------------------------------------

             Summary: Improve utility of GaussianMixture for higer dimensional 
data
                 Key: SPARK-6398
                 URL: https://issues.apache.org/jira/browse/SPARK-6398
             Project: Spark
          Issue Type: Improvement
          Components: MLlib
            Reporter: Travis Galoppo


The current EM implementation for GaussianMixture protects itself from 
numerical instability at the expense of utility in high dimensions.  A few 
options exist for extending utility into higher dimensions.



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