HAL (Le Centre pour la Communication Scientifique Directe)· 2017
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
- 9,488citations
- 2017year
Short summary
LightGBM, a new Gradient Boosting Decision Tree (GBDT) implementation, achieves over 20x faster training than conventional GBDT with similar accuracy by using Gradient-based One-Side Sampling (GOSS) and Exclusive Feature Bundling (EFB).
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Artificial IntelligenceComputer Science