Research Article
Computer-Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features
Table 3
Effect of different convolution kernel sizes on experimental results.
| Convolution kernel size | Time (s) | Accuracy (%) | Error (%) | Sensitivity (%) | Specificity (%) | MCC | score | k1 | k2 | k3 |
| 5 | 5 | 5 | 868.26 | 69.70 | 30.30 | 99.80 | 39.60 | 0.49 | 0.67 | 5 | 7 | 5 | 779.64 | 85.30 | 14.70 | 80.80 | 89.80 | 0.71 | 0.85 | 5 | 9 | 9 | 950.25 | 80.90 | 19.10 | 100.00 | 61.80 | 0.67 | 0.80 | 5 | 11 | 11 | 1150.56 | 86.30 | 13.70 | 99.60 | 73.00 | 0.75 | 0.86 | 7 | 5 | 7 | 706.79 | 83.40 | 16.60 | 97.60 | 69.20 | 0.70 | 0.83 | 11 | 11 | 9 | 1765.49 | 82.30 | 17.50 | 99.60 | 65.40 | 0.69 | 0.82 |
|
|