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. 2020 Jan 12;20(2):432. doi: 10.3390/s20020432

Table 16.

Classification results of the SVM-enabled intelligent genetic algorithmic model when it chooses 10 features in each parameter setting.

Ultrasound Sensing System Setting Detail The Best Feature Sets Accuracy Rate (%)
Parameter Setting-1 F4, F5, F105, F3, F11, F40, F6, F1, F2, F7 99.34
Parameter Setting-2 F4, F29, F9, F22, F1, F12, F8, F37, F5, F32 98.94
Parameter Setting-3 F4, F107, F5, F37, F1, F2, F3, F6, F113, F9 98.42
Parameter Setting-4 F4, F15, F5, F17, F123, F109, F1, F104, F106, F2 96.86
Mean 98.39