**4. Conclusion**

The study compared AITs (RBF-SVM and M5 model tree) to understand the rainfall-runoff process in the Jhelum River Basin. Different rainfall and runoff dataset combinations were used to train and test AITs. After training and testing, modeled runoff and observed data was evaluated using R<sup>2</sup> , NRMSE, COE and MSE. The conclusion of this study as following:


The RBF-SVM performed less accurate as compared to other applied techniques.

