Chinese Journal of Mechanical Engineering

Table 3 Averaged successful rates (SR) of ten runs three-fold cross validation in terms of static air-gap eccentricity fault diagnosis using SVM (%)

From: An Intelligent Harmonic Synthesis Technique for Air-Gap Eccentricity Fault Diagnosis in Induction Motors

Load level	0	20	50	70	100
PSD training SR	69.71	65.84	68.23	65.38	60.46
PSD test SR	65.97	61.49	65.52	61.66	53.57
HHT training SR	99.26	72.30	53.20	52.20	77.27
HHT test SR	98.41	71.59	48.76	51.20	74.99
CHS training SR	96.18	81.47	96.68	96.14	96.17
CHS test SR	94.54	78.92	95.79	94.73	95.77
HS training SR	100	100	99.56	100	97.87
HS test SR	100	100	99.20	100	97.28

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