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Janardhan updated SYSTEMML-822: ------------------------------- 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 was: 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 > Gradient Boosted Trees > ---------------------- > > Key: SYSTEMML-822 > URL: https://issues.apache.org/jira/browse/SYSTEMML-822 > Project: SystemML > Issue Type: New Feature > Components: Algorithms > Affects Versions: SystemML 0.11 > Reporter: Abhinav Maurya > Labels: Hacktoberfest, features > > 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 -- This message was sent by Atlassian JIRA (v6.4.14#64029)