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Overfitting happens in the event the model is simply too challenging for the data. This could take place when the sample size applied is too compact. The regression coefficients, p-values, and R-squared values is going to be misleading when you inquire far too much from an information sample that may be much too smaller. You could avoid overfitting by:

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