LightGBM

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• AI Solver
  • ...predict values
• Capabilities
• Gradient Boosting Machine (GBM)
• XGBoost; eXtreme Gradient Boosted trees
• Multiclassifiers; Ensembles and Hybrids; Bagging, Boosting, and Stacking
• (Boosted) Decision Tree
• Boosted Random Forest
• Boosting | Wikipedia
• Boosted Decision Tree Regression | Microsoft

Microsoft's gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient by using histogram-based algorithms, which bucket continuous feature (attribute) values into discrete bins. This speeds up training and reduces memory usage.