Question: why adjusted r square is used?
Answer: Adjusted R-squared is used to determine how reliable the correlation is and how much is determined by the addition of independent variables. ... The adjusted R-squared compensates for the addition of variables and only increases if the new predictor enhances the model above what would be obtained by probability.