Research Article
[Retracted] Deep Learning Model for the Automatic Classification of White Blood Cells
Table 9
Training performance of all BS.
| BS | Epoch | Train loss | Valid loss | Error rate | Valid Accuracy(%) |
| 8 | 1 | 0.753 | 0.376 | 0.153 | 84.7 | | … | … | … | … | 9 | 0.175 | 0.052 | 0.017 | 98.34 | 10 | 0.188 | 0.044 | 0.012 | 98.84 |
| 16 | 1 | 0.762 | 0.31 | 0.122 | 87.89 | | … | … | … | … | 9 | 0.191 | 0.065 | 0.027 | 97.33 | 10 | 0.152 | 0.037 | 0.013 | 98.79 |
| 32 | 1 | 0.845 | 0.381 | 0.153 | 84.73 | | … | … | … | … | 9 | 0.198 | 0.071 | 0.026 | 97.43 | 10 | 0.144 | 0.054 | 0.019 | 98.14 |
| 64 | 1 | 1.08 | 0.328 | 0.13 | 87.09 | | … | … | … | … | 9 | 0.268 | 0.082 | 0.031 | 96.96 | 10 | 0.195 | 0.073 | 0.027 | 97.38 |
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