Table 2.
Parameter settings of the studied approaches.
| Models | Parameter | Value |
|---|---|---|
| Visible units | 05 | |
| Latent dimension | 16 | |
| VAE | Learning rate | 0.0005 |
| Training epochs | 1000 | |
| Layers | 02 | |
| RNN | Learning rate | 0.0005 |
| Timestep | 05 | |
| Features | 01 | |
| Hidden units | 16 | |
| Training epochs | 1000 | |
| GRU | Learning rate | 0.0005 |
| Timestep | 05 | |
| Features | 01 | |
| Hidden units | 16 | |
| Training epochs | 1000 | |
| LSTM | Learning rate | 0.0005 |
| Timestep | 05 | |
| Features | 01 | |
| Hidden units | 16 | |
| Training epochs | 1000 | |
| BiLSTM | Learning rate | 0.0005 |
| Timestep | 05 | |
| Features | 01 | |
| Hidden units | 16 | |
| Training epochs | 1000 |