ooking for advice on how to improve my model design for my dissertation, as well as general questions (basic time series prediction)

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Hi all, I'm currently doing my dissertation on a few methods of time series prediction. I am an undergrad doing comp sci in my final year. I have spoken with my professor about what I'm going to be doing and he suggested a basic NN approach and a SVR approach. I know SVR may not be the best method for regression but I think it will be interesting and will allow me to write about it to a good length in my actual paper.

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