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Table 2 presents the performance comparison between the two machine learning methods used in sensor fault detection. In this study, testing the accuracy of the two machine learning methods is considered as the performance metric. The SVM classifier and the neural network, both two machine learning methods have achieved good classification accuracy, as shown in the figure the accuracy of all four scenarios is above 99%. Moreover, SVM has higher accuracy compared to the neural networks for the three scenarios. |