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  1. SystemML
  2. SYSTEMML-822

Gradient Boosted Trees

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    Details

    • Type: New Feature
    • Status: Open
    • Priority: Major
    • Resolution: Unresolved
    • Affects Version/s: SystemML 0.11
    • Fix Version/s: None
    • Component/s: Algorithms

      Description

      It would be great to have an implementation of gradient boosted trees in SystemML, similar to scikit-learn's gradient boosting machine [1] or DMLC's XGBoost [2].

      [1] http://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html
      [2] https://github.com/dmlc/xgboost/
      [3] http://homes.cs.washington.edu/~tqchen/2016/03/10/story-and-lessons-behind-the-evolution-of-xgboost.html

      For some inspiration, implementation for MLlib - https://github.com/apache/spark/pull/2607/files

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              • Assignee:
                Unassigned
                Reporter:
                ahmaurya@gmail.com Abhinav Maurya
              • Votes:
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                • Created:
                  Updated: