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Every feature we include has a maintenance cost. Our maintainers are mostly volunteers. For a new feature to be included, we need evidence that it is often useful and, ideally, well-established in the literature or in practice. |
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2020 paper descrbing SEFR (Scalable, Efficient, and Fast classifieR): https://arxiv.org/pdf/2006.04620.pdf
A very fast to train (linear time) learning model which competes with naive Bayes on small models. Should be very easy to incorporate into scikit learn.
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