Design and Application of Deep Belief Network Based on Stochastic Adaptive Particle Swarm Optimization

Table 2

Linear sample database.

Fault type	Recognition accuracy (%)	Linear weight
Normal	100	1
RF1	100	1
RF2	50	1.7685
RF3	0	2.855
IF1	100	1
IF2	50	1.747
IF3	0	2.85
OF1	100	1
OF2	50	1.54
OF3	0	2.605