Figure 4

(a) The relationship between fault discharge type and the concentration ratio of SO2F2/SO2 calculated by direct machine learning. (b) The relationship between fault discharge type and the concentration ratio of SO2F2/SO2 calculated by the machine learning with adjusted data, which can well describe the energy of the discharge fault.