Chinese Journal of Mechanical Engineering

Table 5 Averaged successful rates (SR) of ten runs three-fold cross validation in terms of dynamic 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	84.14	63.21	60.68	65.44	61.28
PSD test SR	81.82	60.13	57.11	60.94	58.41
HHT training SR	82.60	64.22	58.73	56.52	60.38
HHT test SR	79.99	60.23	53.67	52.66	59.30
CHS training SR	94.02	91.14	85.97	78.27	75.92
CHS test SR	92.30	88.66	85.71	75.23	74.66
HS training SR	99.47	97.69	98.50	94.74	93.72
HS test SR	98.96	97.13	97.73	94.53	92.47

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