Research Article
Computer-Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features
Table 9
Effect of batch size on experimental results.
| Batch size | Time (s) | Accuracy (%) | Error (%) | Sensitivity (%) | Specificity (%) | MCC | score |
| 20 | 1816.22 | 90.50 | 9.50 | 98.80 | 82.20 | 0.82 | 0.90 | 50 | 1708.21 | 91.70 | 8.30 | 99.40 | 84.00 | 0.84 | 0.92 | 100 | 1619.94 | 89.90 | 10.10 | 97.20 | 82.60 | 0.81 | 0.90 | 200 | 1533.37 | 86.30 | 13.70 | 99.60 | 73.00 | 0.75 | 0.86 | 300 | 1526.66 | 85.60 | 14.40 | 99.40 | 71.80 | 0.74 | 0.85 | 500 | 1508.10 | 68.40 | 31.60 | 100.00 | 36.8 | 0.47 | 0.65 |
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