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The task of the NEFCLASS model (NEuro Fuzzy CLASSification) is to discover these rules and to learn the shape of the membership functions. Rainfall runoff modelling using adaptive neuro fuzzy inference system has been presented. In the present study ANFIS models are developed using different membership functions Triangular, Trapezoidal, Bell-shaped, Sigmoid and Gaussian method.