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  1. Spark
  2. SPARK-17033

GaussianMixture should use treeAggregate to improve performance

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Details

    • Improvement
    • Status: Resolved
    • Minor
    • Resolution: Fixed
    • None
    • 2.1.0
    • ML, MLlib
    • None

    Description

      GaussianMixture should use treeAggregate rather than aggregate to improve performance and scalability. In my test of dataset with 200 features and 1M instance, I found there is 20% increased performance.

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            yanboliang Yanbo Liang
            yanboliang Yanbo Liang
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