indicates that 90% of the total variability in the response variable is accounted for by the predictor variables
However, a large value of R does not necessarily mean that the modelfits the data well. Thus, a more detailed analysis is needed to ensure that the model can satisfactorily be used to describe the observed data and predict the response for another set of data different from the one used to generate the mode