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ratio is still a bit of a weird parameters. Here is a proposal for further development:
- remove the deprecation regarding
floatasratiowhich is a valid parameter withbinarytarget. 'all'in over-sampling should be changed to'not majority'. This is currently doing the same process but this is weird for the user.- cleaning methods should have their own
ratiotype.strshould be accepted butdictshould be replaced by alistsince we cannot select how many sample to select. Alsofloatwould not be accepted for the exact same reason.
ratio should also be renamed. My proposal sampling_target?