Table 3 List of hyperparameters tested in LSTM network models.
From: Small intestinal viability assessment using dielectric relaxation spectroscopy and deep learning
Hyperparameter | Values |
|---|---|
Learning rate \(\eta\) | [\(10^{-6}, 10^{-5}, 10^{-4}, 10^{-3}, 10^{-2}]\) |
Regularization parameter \(\lambda\) | \([10^{-6}, 10^{-5}, 10^{-4}, 10^{-3}]\) |
Minibatch size | [8, 16, 32, 64] |
RNN units | [8, 16, 32, 64] |
Dropout | [0.1, 0.2, 0.3]40 |
