The remaining part of the paper is organized as follows: First, we explain the Parkinson data set used in the experimentation; second, we give a brief description of ANNs; Third, we describe the basic concepts of SVMs; Fourth, we describe our testing of the system and analyze the results; Finally, we draw
the relevant conclusions and suggest future lines of research.