I had explained why this model is based on very incorrect assumptions in my last post. Just one quick hint about one feature in the model graphs:
Look at the shaded area of the prediction, which indicates uncertainty. It covers a very wide range at the beginning, but narrows down to a nearly nothing in May. In other words, the model says:
"I am not sure what will happen tomorrow, but I am absolutely certain what will happen a month from now."You don't need to be a scientist to understand that this makes no sense whatsoever. Predicting the near future will always be more accurate than predicting something that's further away in time!
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