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AutoViML / Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

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Control Iterations for a final run on best model

conradtan opened this issue · comments

commented

Hi after running using 'best', have received the below message:
"Maximum number of iterations hit, may not be at an optima"

Is there a way to trigger a final run using the best model, or at least passing explicitly, while specifying a larger number of iterations to tune?
Currently seems too short.

commented

Hi @conradtan 👍
I have upgraded the ML model to now do hyper parameter tuning with XGBoost parameters and it seems to prduce much better results than before. It also returns a highly tuned model. Take a look and let me know.

pip install auto_ts --upgrade

Hope this helps
AutoViML