Table 4.
Parameters | NN | RNN | CNN | LSTM |
---|---|---|---|---|
Number of hidden Layers | 2 | 3 | 4 | 3 |
Units in hidden layers | 68, 68 | 64, 64, 64 | 32, 64, 256, 128 | 128, 100, 64 |
Batch size | 64 | 64 | 64 | 16 |
Hidden layer activation | relu | relu | relu | tanh |
Output activation function | sigmoid | softmax | sigmoid | sigmoid |
Dropout | N/A | 0.1 | N/A | 0.2 |
Optimizer | Adam | Adam | Adam | Adam |