Support for categorical attributes #26
Labels
Difficulty: High
Expected workload is several months.
Status: Blocked
Issue requires other issues (e.g. bugs, dependencies) to be resolved before it can be addressed.
Type: Feature Request
Issue is about adding a new feature.
Something from SAOM: when we test a statistic over a categorical (e.g. character) attribute, SAOM creates multiple binary attributes from that and tests them altogether, with some good naming scheme. As far as I remember, it looked like this (though I might be mistaken):
We can of course achieve this by manually one-hot-encoding these variables, but this would result in very long formulas that might be harder to oversee, and lots of preprocessing work. I am also not sure whether this can be optimized if done on goldfish's side. In any case, I would really like to be able to add such an effect:
This also would be mighty helpful with global attributes! (as mentioned in #25 )
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