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incremental_decision_tree-CART-Random_Forest

by doubleplusplus

Pythonpushed almost 6 years ago

incremental CART decision tree, based on the hoeffding tree i.e. very fast decision tree (VFDT), which is proposed in this paper "Mining High-Speed Data Streams" by Domingos & Hulten (2000). And a newly extended model "Extremely Fast Decision Tree" (EFDT) by Manapragada, Webb & Salehi (2018). Added new implementation of Random Forest

AI summary

Decision Tree Library

An implementation of incremental decision tree algorithms and ensemble methods for efficient machine learning on streaming data

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