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Very nice work. Glad to see both classification and regression treated very well, with careful attention to design to make something that is easy to understand.
by jononor 5y ago
Very nice work. Glad to see both classification and regression treated very well, with careful attention to design to make something that is easy to understand.
Now the question is - can we build on this (or do something analogous) for tree ensembles? Random Forests, Gradient Boosted Trees etc. Quite common to use that to gain predictive accuracy, though interpretability/explainability tends to suffer considerably.
- parrt 5y agoThanks! It took forever to bash my way to victory on that trees. The lib also supports the shallow trees in boosting machines.