Open Access
Table 2
Hyperparameter selection for our binary classifier.
| Hyperparameter | Range | Final value |
|---|---|---|
| Number of z-slices | [1, 2, 3] | 3 |
| Filters | [4, 128] | 32 |
| Learning rate | [1e-8, 1e-2] | 1.9602e-06 |
| Dropout | [0, 0.6] | 0.49259 |
| Activation | [relu, selu] | relu |
| Kernel of 1st layer | [3, 10] | 9 |
| Kernel of 2nd layer | [1, 3] | 2 |
| Extra layers | [0, 3] | 1 |
| Filter expansion | [1, 16] | 2 |
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