Research Article
Computer-Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features
Table 7
Experimental results of different sampling methods.
| Feature maps | Convolution kernels | Activation function | Pooling | Iterations/accuracy (%) | Time (s) | 50 | 100 | 140 | 150 | 160 | 200 | 250 | 300 |
| 6-16-24 | 5-10-10 | Sigmoid | Max | 75.55 | 83.34 | 86.23 | 86.83 | 84.63 | 84.13 | 83.93 | 85.33 | 7524.27 | Avg | 69.46 | 81.74 | 81.24 | 83.43 | 80.54 | 82.14 | 83.03 | 83.83 | 7620.68 |
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