I am using 18 data sets for generating the model and 09 data sets for testing the model and finding Coeff. of regression R2. The SPSS software gives me R2=1 which is not correct as there is difference between the practical output data and regressed data. I have tried linear model and logarithmic model on SPSS. Is SPSS not capable of handling such data !