Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes

Table 7

Average accuracy and standard deviation of 30 models trained for 10 epochs.

Class	Average accuracy (%)	Standard deviation
P1	100	0
P2	99.79	0.32
P3	98.30	6.20
P4	95.92	4.47
P5	94.32	7.66
P6	89.89	12.30
P7	83.79	13.03
P8	94.10	7.86
P9	96.50	4.60
P10	95.87	7.26