It depends on the application, the required accuracy, and the predicted parameter. However, It is preferred to use statistical accuracy measurements such as the average squared error or relative error rather than r-square.

Dear Hatem, thank you for your answer and help.

Dear Dauji Saha, thank you so much for your help.

Best,

Fernando