quadbio / Pando

Multiome GRN inference.

Home Page:https://quadbio.github.io/Pando/

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model overfitting

tkisss opened this issue · comments

Hi,

I noticed that Pando utilizes regression models like GLM to fit gene expression based on TF expression and chromatin accessibilities without dividing the data into training and test sets. Can I infer that in this scenario, the model is prone to overfitting? Does this strategy provide any benefits for gene expression regulation?