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  1. Spark
  2. SPARK-8559

Support association rule generation in FPGrowth

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Details

    • Improvement
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 1.5.0
    • MLlib
    • None

    Description

      It will be more useful and practical to include the association rule generation part for real applications, though it is not hard by user to find association rules from the frequent itemset with frequency which is output by FP growth.
      However how to generate association rules in an efficient way is not widely reported.

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          is duplicated by

          New Feature - A new feature of the product, which has yet to be developed. SPARK-6386 add association rule mining algorithm to MLLib

          • Major - Major loss of function.
          • Resolved
          is related to

          New Feature - A new feature of the product, which has yet to be developed. SPARK-10697 Lift Calculation in Association Rule mining

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

          Bug - A problem which impairs or prevents the functions of the product. SPARK-9959 Association Rules needs JavaItems

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

          Umbrella - An overarching type made of sub-tasks SPARK-7211 Improvements for FPGrowth

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-9900 User Guide for Association Rule Generation

          • Major - Major loss of function.
          • Resolved

          Documentation - Documentation or Website SPARK-8854 Documentation for Association Rules

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

          New Feature - A new feature of the product, which has yet to be developed. SPARK-6386 add association rule mining algorithm to MLLib

          • Major - Major loss of function.
          • Resolved
          links to

          Pull request #7005 [Github] Pull Request #7005 (feynmanliang)

          Activity

            People

              fliang Feynman Liang
              liugw Guangwen Liu
              Xiangrui Meng Xiangrui Meng
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              Dates

                Created:
                Updated:
                Resolved: