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doubleplusplus / incremental_decision_tree-CART-Random_Forest

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
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Regressor Trees #5

Closed charlesxjyang closed 4 years ago

charlesxjyang commented 4 years ago

Creating implementations of VFDT,EFDT for continuous labels i.e. regression (probably use MSE as splitting criterion)

doubleplusplus commented 4 years ago

Yes it's possible to implement them for regression. Since they are based on CART (classification and regression tree).