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So I have a trained model, that was trained on a standardized dataset. When I try to use the model for testing on new data, that isn't in a dataset and that isn't standardized, it returns ridiculous values, because I can standardize the inputs, but I can't inverse transform the output as I did during training. What should I do?

Kojimba
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  • Nvm, just found out that you can save your scaler for later use. https://stackoverflow.com/questions/53152627/saving-standardscaler-model-for-use-on-new-datasets – Kojimba Oct 06 '19 at 08:03

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Use sc.inverse_transform(predicted)