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  1. Spark
  2. SPARK-14829

Deprecate GLM APIs using SGD

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Details

    • Improvement
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.0.0
    • MLlib
    • None

    Description

      I don't know how many times I have heard someone run into issues with LinearRegression or LogisticRegression, only to find that it is because they are using the SGD implementations in spark.mllib. We should deprecate these SGD APIs in 2.0 to encourage users to use LBFGS and the spark.ml implementations, which are significantly better.

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            podongfeng zhengruifeng Assign to me
            josephkb Joseph K. Bradley
            Joseph K. Bradley Joseph K. Bradley
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