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Table 3 Results of the different convolution kernel shapes and different numbers of convolution layers

From: Prediction of exercise sudden death in rabbit exhaustive swimming using deep neural network

Different layers Convolution kernel size Acc (%) Sens (%) Spec (%)
4 layers 10 72.71 80.71 74.25
20 75.33 78.16 70.72
30 65.77 72.15 51.38
6 layers 10 73.45 77.02 79.90
20 77.48 79.58 77.35
30 75.03 86.97 73.05
8 layers 10 85.35 87.91 84.75
20 89.57 89.38 92.20
30 85.72 88.29 87.42
  1. The best result is highlighted in bold
  2. Acc accuracy, Sens sensitivity, Spec specificity