Fault States Diagnosis of Marine Diesel Engine Valve Based on a Modified VGG16 Transfer Learning Method

Table 6

The accuracy rates of different dropout rates and the number of neurons in the fully connected layer for the test set of the C1 dataset.

Dropout rate	Number of neurons in the fully connected layer	C1 dataset test set accuracy
0.2	4096	0.941
0.2	512	0.946
0.4	4096	0.945
0.4	512	0.952
0.5	4096	0.941
0.5	512	0.943
0.6	4096	0.941
0.6	512	0.947
0.8	4096	0.943
0.8	512	0.947