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How to improve model performance for regression problem?

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@jayad wrote:

Hi
I am beginner for Analytics. i am trying to predict electricity usage in the household using external and internal temperature and other weather condition .i have done regression model but i am getting very low R squared value. like 14%. what are some good practice to improve accuracy.? what are the initial steps to be followed ?

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