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  1. Spark
  2. SPARK-14829

Deprecate GLM APIs using SGD

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    Details

    • Type: Improvement
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 2.0.0
    • Component/s: MLlib
    • Labels:
      None
    • Target Version/s:

      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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              • Assignee:
                podongfeng zhengruifeng
                Reporter:
                josephkb Joseph K. Bradley
                Shepherd:
                Joseph K. Bradley
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                  Updated:
                  Resolved: