Adding added parameters to your specified product usually boosts the R2 but may result in overfitting, i.e., managing the noise in the information as true signal. When overfitting happens, the product will attain a very large R2 from the info on which it was qualified, but A great deal reduce R2 values in opposition to new observations.Owens Cornin

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