Table 3 Hyperparameters for deep learning Model.
Hyperparameter | Value/shape |
|---|---|
LSTM units | 128,64,32 |
GRU units | 128,64,32 |
Simple RNN units | 128,64,32 |
Bi-GRU units | 128,64,32 |
Bi-LSTM units | 128,64,32 |
Loss | Sparse categorical crossentropy |
Optimizer | Adam |
Epochs | 10 |
Batch size | 32 |