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  1. Spark
  2. SPARK-9647 MLlib + SparkR integration for 1.6
  3. SPARK-11494

Expose R-like summary statistics in SparkR::glm for linear regression

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Details

    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 1.6.0
    • ML, SparkR
    • None

    Description

      We have R-like summary statistics exposed in Scala/Java. It would be nice to expose them in SparkR, using the same data structure as in R's lm/glm.

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          depends upon

          Sub-task - The sub-task of the issue SPARK-11473 R-like summary statistics with intercept for OLS via normal equation solver

          • Major - Major loss of function.
          • Resolved
          is depended upon by

          New Feature - A new feature of the product, which has yet to be developed. SPARK-13925 Expose R-like summary statistics in SparkR::glm for more family and link functions

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved
          is duplicated by

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-11668 R style summary stats in GLM package SparkR

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved
          links to

          Pull request #9561 [Github] Pull Request #9561 (yanboliang)

          Activity

            People

              yanboliang Yanbo Liang
              mengxr Xiangrui Meng
              Xiangrui Meng Xiangrui Meng
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              Dates

                Created:
                Updated:
                Resolved: