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I have developed the DeepAR model for 3000+ item IDs and it is working fine but as soon as I increase my forecasting horizon the predictions for far over period are pretty much becoming flat and it is not able to capture the upward trend that should accomplished.
Details of my model:
context_length = 7
prediction_length = 36
distribution = negative_binomial
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I have developed the DeepAR model for 3000+ item IDs and it is working fine but as soon as I increase my forecasting horizon the predictions for far over period are pretty much becoming flat and it is not able to capture the upward trend that should accomplished.
Details of my model:
context_length = 7
prediction_length = 36
distribution = negative_binomial
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