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Add MIA approach for missing value handling#761

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missing_values_naseparate_new
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Add MIA approach for missing value handling#761
mnwright wants to merge 4 commits into
masterfrom
missing_values_naseparate_new

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@mnwright

@mnwright mnwright commented Apr 3, 2025

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So far our handling of missing values with na.action = "na.learn" learns whether missings should be splitted left or right, but for that it always uses the best split without missing. The MIA approach additionally allows to split missings vs. non-missing, see Twala et al. (2008) for details.

Twala et al. (2008) https://doi.org/10.1016/j.patrec.2008.01.010

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