Reproducing diagnoses and procedures prediction results

[junayed-hasan]

Hi there. Amazing codebase by the way!

I am trying to reproduce the results from your provided scripts and example configurations. However, I could easily reproduce the results for mortality prediction and length of stay in under 10 epochs. But for diagnoses and procedures, the AUROC is far from the results in the first ten epochs.

I believe this happens because of higher number of classes. But the rate of increase is very low. Did you achieve the reported results in under 200 epochs? Any insight on this would be very helpful and appreciated. Thanks!