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Optimal hyperparameters based on CNR computed on simulated anechoic cyst test data with 50dB SNR.
| Hyperparameter | Value |
|---|---|
| Batch Size | 745 |
| Number of Hidden Layers | 4 |
| Layer Width | 784 |
| Input Gaussian Noise | True |
| Input Dropout Probability | 0.3 |
| Hidden Node Dropout Probability | 0.2 |
| Batch Norm | False |
| Loss Function | L1 |
| Weight Decay | 0 |
