I'm interested in training a variant of CNNC and am starting with reproducing the experiment to Predict TF–Gene Interactions. My understanding is that I have to train on the data in the files data/bone_marrow_gene_pairs_200.txt, data/dendritic_gene_pairs_200.txt, and data/mesc_gene_pairs_400.txt. However, I'm confused why the labels come from three categories instead of 2. I thought this was a binary prediction task? Are the labels actually placeholder labels?
Never mind! I see that you are providing the directionality of the interactions in the training data files, but the trained model for TF-gene interactions is actually a binary outcome.
Hi!
I'm interested in training a variant of CNNC and am starting with reproducing the experiment to Predict TF–Gene Interactions. My understanding is that I have to train on the data in the files
data/bone_marrow_gene_pairs_200.txt
,data/dendritic_gene_pairs_200.txt
, anddata/mesc_gene_pairs_400.txt
. However, I'm confused why the labels come from three categories instead of 2. I thought this was a binary prediction task? Are the labels actually placeholder labels?Thanks!