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arogozhnikov avatar arogozhnikov commented on June 22, 2024

Hi @Soumyatifr , interesting case. Can't guess the reason, but for sanity check - how about leaving only one variable ('HT') in training and see if it gets corrected?

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Soumyatifr avatar Soumyatifr commented on June 22, 2024

Dear Alex @arogozhnikov,
Thanks for your very prompt reply, I have checked with only "HT" variable but still it doesn't want, it would be very hgelpful for me, if you can see the code [1] and the two root files , which I have uploaded to my google drive[2].
[1] https://github.com/Soumyatifr/GBReweighting/blob/main/bdt_reweighet.ipynb
[2] https://drive.google.com/drive/folders/1ZCkF0V58O_fC1gnKqFRL-HYaE97mYwbe?usp=sharing

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arogozhnikov avatar arogozhnikov commented on June 22, 2024

@Soumyatifr
just ran your code with single HT variable, and it clearly has strong improvements:

before reweighting

after reweighting

hopefully it looks similar in your env, otherwise there is some problem with package versions.

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arogozhnikov avatar arogozhnikov commented on June 22, 2024

ok, assume that helped

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