Closed
Description
ratio
is still a bit of a weird parameters. Here is a proposal for further development:
- remove the deprecation regarding
float
asratio
which is a valid parameter withbinary
target. '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
ratio
type.str
should be accepted butdict
should be replaced by alist
since we cannot select how many sample to select. Alsofloat
would not be accepted for the exact same reason.
ratio
should also be renamed. My proposal sampling_target
?