Research Article
Artificial Neural Network-Based Deep Learning Model for COVID-19 Patient Detection Using X-Ray Chest Images
Table 2
Parameters and functions used for model training.
| Training parameters | Values/types |
| Epoch count | 50 | Size of batch | 8 | Optimizer | Adam | Loss function | Categorical cross-entropy | Warmup learning rate | 0.001 | Rotation range | 15 | Shear range | 10% | Zoom range | 10% | Width and height shifting | 10% | Horizontal flip | Yes | Fill mode | Nearest | Rescaling | 1/255 |
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