Research Article
An Efficient CNN Model for COVID-19 Disease Detection Based on X-Ray Image Classification
Table 6
Accuracy score with different number of CNN layers.
| Convolutional layer | Test data | Independent validation data |
| One Conv2D | 0.715 | 0.455 | Two Conv2D | 0.940 | 0.895 | Three Conv2D | 0.995 | 0.957 | Four Conv2D | 0.995 | 0.980 | Five Conv2D | 0.995 | 0.995 | Six Conv2D | 1.000 | 0.995 |
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