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Table 6.

Performance comparison between the proposed CNN and other 1D CNN architectures.

Method Sen Spe Acc Computation time
(%) (%) (%) (s)
ΔBIC 60 100 80 > 2 × 1010
Vgg16 97 86 86 164
AlexNet 0 100 50 90
ResNet 44 100 75 170
DenseNet 44 100 75 180
Proposed 94 97 96 158

Notes. The last column gives the computing time required to process the test data. Data set 1 was used.

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