thePedrix
thePedrix t1_ist0fv6 wrote
Reply to comment by Sadness24_7 in Minimizing the number of inputs by Sadness24_7
I can’t be sure that it would work, but I would try this:
-PCA for N components
-Plot a graph with the 2 or 3 first principal components (depending on the cumulative explained variance, if 2 is enough, a 2D plot)
-Plot the magnitude of the variables and see which are the most impactful. Pick the X features you want.
-Train the network with those X features.
thePedrix t1_isstazu wrote
Reply to comment by Sadness24_7 in Minimizing the number of inputs by Sadness24_7
Maybe you can do the PCA and then check the loadings?
thePedrix t1_ist0li1 wrote
Reply to comment by Sadness24_7 in Minimizing the number of inputs by Sadness24_7
check if this helps