trees / GBDT#
- 決定木
- Extra Trees
- ブースティング
- 勾配ブースティング決定木
- LightGBM
- Quantized Training of LightGBM
- NGBoost
- CatBoost
- LLM-Boost
- Mondrian Forests
- Generalized Random Forest (GRF)
- Distributional Random Forest
- BART: Bayesian additive regression trees
- UnbiasedGBM
- Rule Extraction from GBDT
- なぜTree-based modelはDeep Learningよりテーブルデータに強いのか