Table 4

Feature-level fusion results of building BPNN

PartEntrance partEntrance lock chamberPipe bodyExit lock chamberExit part
Number of training sets 210 280 230 230 228 
Number of test sets 90 98 100 99 98 
Fusion results (0.1138, 0.2437, 0.6495) (0.0629, 0.3510, 0.5860) (0.0460, 0.5390, 0.4150) (0.2740, 0.1290, 0.5970) (0.1710, 0.2730, 0.5560) 
PartEntrance partEntrance lock chamberPipe bodyExit lock chamberExit part
Number of training sets 210 280 230 230 228 
Number of test sets 90 98 100 99 98 
Fusion results (0.1138, 0.2437, 0.6495) (0.0629, 0.3510, 0.5860) (0.0460, 0.5390, 0.4150) (0.2740, 0.1290, 0.5970) (0.1710, 0.2730, 0.5560) 
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