Joseph K. Bradley created SPARK-14829:
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Summary: Deprecate GLM APIs using SGD
Key: SPARK-14829
URL: https://issues.apache.org/jira/browse/SPARK-14829
Project: Spark
Issue Type: Improvement
Components: MLlib
Reporter: Joseph K. Bradley
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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