Thank you very much!
If I should reformulate the task as a classification task, how would this look? The goal of my task is to get a measure of how much each event affects injurytime.
Would a neural network give a better estimate?
Also, are there any non-gaussian response loss function that I could use?
I did change the criterion to PoissonNLLLoss and the results did not improve, any other tips?:
Error on validation data
MSE: 4.964473247528076
MAE: 1.8417545557022095
MAPE: 61.19207763671875 %
Error on test data
MSE: 4.665085792541504
MAE: 1.7789844274520874
MAPE: 60.499691009521484 %