eqlv2 for regression? Would it work?

[ttsesm]

Hi @tztztztztz, I am interested in your work and I would like to ask you as the title says whether you think that I could use your eqlv2 solution for regression.

I have a heavily imbalanced dataset of values which I try to regress. I've tried different transformations and losses with not success so far and stumbling upon your work I was thinking whether it could be useful.

What do you think?

Thanks.

[tztztztztz]

Honestly, I do not have an idea how to apply eqlv2 to regression. In your case of a heavily imbalanced dataset of values, you can try to normalize those values first and see whether it helps.

[ttsesm]

@tztztztztz thanks for the feedback. I've tried normalization but it did not really help much. I've also tried different transformations (log, yeoj-ohnson) so that to bring the values in a more uniform range but still no luck. Thus I was thinking whether eqlv2 could somehow be useful.