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  1. Spark
  2. SPARK-1547

Add gradient boosting algorithm to MLlib

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Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • 1.0.0
    • 1.2.0
    • MLlib
    • None

    Description

      This task requires adding the gradient boosting algorithm to Spark MLlib. The implementation needs to adapt the gradient boosting algorithm to the scalable tree implementation.

      The tasks involves:

      • Comparing the various tradeoffs and finalizing the algorithm before implementation
      • Code implementation
      • Unit tests
      • Functional tests
      • Performance tests
      • Documentation

      Ensembles design document (Google doc)

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              manishamde Manish Amde
              manishamde Manish Amde
              Joseph K. Bradley Joseph K. Bradley
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              Dates

                Created:
                Updated:
                Resolved: