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  1. SW-980

Integrate XGBoost in Sparkling Water

    Details

    • Type: New Feature
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 2.1.37, 2.2.23, 2.3.12
    • Component/s: None
    • Labels:
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    • CustomerVisible:
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    • Sprint:

      Description

      We want to have H2O's XGBoost available in SW as well. XGBoost should be exposed just like the other algos.

      We will have to document how to set memory requirements and configure Spark. XGBoost will allocate off-heap memory, this is an issue on Hadoop and the containers need to get proper memory configuration.

      It would be good to have (real-life deployment) tests of this functionality because integrating XGBoost can be tricky.

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            • Assignee:
              Kuba Jakub Hava
              Reporter:
              michalk Michal Kurka
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              • Created:
                Updated:
                Resolved: