A Research on Maximum Symbolic Entropy from Intrinsic Mode Function and Its Application in Fault Diagnosis

Table 6

Result of fault diagnosis with maximum symbolic entropy (MSE), symbolic entropy (SE), standard deviation (STD), and root mean square (RMS) based on SVM.

Sample	Accuracy with IMF1–5 (%)
	MSE	SE	STD	RMS
A	97.50	83.33	93.33	93.33
B	96.67	85.83	100.00	100.00
C	95.83	87.50	99.17	100.00
D	88.33	55.83	84.17	84.17