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$$ANON_USER$$ asked ramr-msft commented

Linear Regression Large Values

I am trying to make a model that does simple counting (ex when I input 14, it outputs 15 or when I input 273 it outputs 274). OLS linear regression comes out to be the most accurate model, and it works really well for numbers with up to 7 digits. However, when I input a number that is more than 7 digits, (ex. 743829543), instead of returning the input +1, it will return a number that has the same first seven digits, but the other digits will be completely off. Is this just a function of the model? What can I do to fix this/what dataset can I use to train the model to get more accurate outputs?

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Can you please add more details about the use case and all the feature variables that you are trying. Are you creating a ML model for incrementing the number only.


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@$$ANON_USER$$ Just checking to see any update on the details about use case.

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