Estimator: Hellinger distance decision trees (HDDT)
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needs design
new component
new feature
performance
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- Python
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Good at handling imbalanced data:
https://www3.nd.edu/~nchawla/papers/DMKD11.pdf
I couldn't find a widely-used python impl. I did find [this](https://github.com/EvgeniDubov/hellinger-distance-criterion#example), looks like there's some cython going on. The same author wrote [this nice post](https://medium.com/@evgeni.dubov/classifying-imbalanced-data-using-hellinger-distance-f6a4330d6f9a).
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