Table 3.
Hyper-parameters used for Deep Learning Models.
| LSTM Model | CNN Model | ||
|---|---|---|---|
| Hyper-parameters | Value | Hyper-parameters | Value |
| Learning Rate | 0.031 | Learning Rate | 0.054 |
| Dropout Rate | 0.065 | Dropout Rate | 0.032 |
| No of Hidden Layers | 1 | No of Hidden Layers | 2 |
| Neurons Per Layer | 175 | Kernel size | 3 |
| Batch Size | 64 | Batch Size | 128 |
| Activation Function | tanh | Activation Function | relu |