Table 6 Proposed model best parameters
Dropout rates | 0.5,0.5,0.5 |
Optimization | Adam |
Loss | “mse” |
Number of BiLSTM layers | 3 |
Activation Function in BiLSTMS | Relu |
Activation Function in output Layer | Sigmoid |
Epochs | 50 |
Batch Size | 200 |
Learning Rate | 0.001 |
Dropout rates | 0.5,0.5,0.5 |
Optimization | Adam |
Loss | “mse” |
Number of BiLSTM layers | 3 |
Activation Function in BiLSTMS | Relu |
Activation Function in output Layer | Sigmoid |
Epochs | 50 |
Batch Size | 200 |
Learning Rate | 0.001 |