Trinary Decision Trees for missing value handling

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  • CloudForest

    Ensembles of decision trees in go/golang.

  • I implemented something like this in a [pre xgboost boosting framework]( ~10 years ago and it worked well.

    It isn't even that much of a speed hit using the classical sorting CART implementation. However xgboost and ligthgbm use histogram based approximate sorting which might be harder to adapt in a performant way. And certainly the code will be a lot messier.

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