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  1. SystemDS
  2. SYSTEMDS-822

Gradient Boosted Trees

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Details

    • New Feature
    • Status: Open
    • Major
    • Resolution: Unresolved
    • SystemML 0.11
    • None
    • 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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              Unassigned Unassigned
              ahmaurya@gmail.com Abhinav Maurya
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                Created:
                Updated: