Questions about reproduction of Figure2f and Figure2cd
yu3jun opened this issue · 0 comments
Hi,
Thank you for publishing such an excellent paper! I'm trying to reproduce the results of Figure2f and Figure2cd.
in https://github.com/yhr91/GEARS_misc/blob/main/paper/archive/fig2f.ipynb
the pd.DataFrame(out) has 80 rows × 4 columns, all methods and category have different results about Top 20 DE MSE.
I wonder how they were computed, as I use the set as you advised in https://github.com/yhr91/GEARS_misc/blob/main/paper/reproduce_preprint_results.ipynb
to could only get few close results of different combinations of methods and category
How could we get different results of same method and category(like Gears and 2/2 seen)?
And if we use the mean No-perturb Top 20 DE MSE to compute others' Normalized MSE of Top 20 DE Genes?
I would appreciate very much if you could share some of the parametes to help reproduct the results, thanks a lot!!!