Well, I'll help you withR. That is,Ris the Pearson correlation between the actual values of the dependent variable (Y) and the predicted values of Y (Y-hats) - regardless of the number of predictors (X's) in the regression model. As such,Ris an index of the strength of the linear association between Y and Y-hats. Note thatRis bounded between 0 and 1.