civil commnets subgroups training

[IbtihalFerwana]

Hello,
Thanks for making your library easy to navigate.

I'm trying to reproduce your results using the executable version here: https://worksheets.codalab.org/worksheets/0x7985440df1b742039badfacb4669d0d2
Can you please elaborate for me what does IRM x black mean? specifically in the datasets configs: groupby_fields': ['black', 'y'] what would that imply?

[kohpangwei]

Hi Ibtihal,

It means that we're forming groups based on the attributes black and y. Specifically, we form one group for each possible setting of those attributes, resulting in 4 groups since they are both binary attributes. We then run IRM using these four groups as "domains" (to be invariant over). Does that make sense?