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List of all the tree ensemble models
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I want to create a list of all the tree-based ensemble models, because for some reason there isn't a comprehensive list anywhere. So far I have:
- Random Forest
- XGBoost
- CatBoost
- AdaBoost
- ExtraTrees (sklearn)
- BaggingClassifier (sklearn)
- GradientBoostingClassifier (sklearn)
- IsolationForest (sklearn)
- RandomTreesEmbedding (sklearn)
- StackingClassifier (sklearn)
- VotingClassifier (sklearn)
- HistGradientBoostingClassifier (sklearn)
Added:
13. LightGBM
14. Energy Trees
Comment other ones that I forgot to include so I can add them to the list
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