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Selecting The Best Microarray Dataset

I have a set of microarray datasets around 100 of them. The gene expression in this microarray dataset is linked to proteins and I have GO terms associated to these proteins. What I want is for each GO term, select the best dataset that can predict the GO term.

How can I do this?

protein gene-expression microarray

This question makes very little sense as written. Can you be more detailed and specific?

What I mean is I have a bunch of microarray gene expression dataset, each gene is associated with a protein and that protein is either labeled with a specific GO term like lets say GO1 or not. I want to know among these microarray gene expression datasets, which one is the best representing the GO term through the proteins it is associated with

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