Table 3. List of parameters in the two models.
Elements | LSTM | LSTM/MDN |
---|---|---|
Time step length | Day | Day |
Normalization | Yes | Yes |
Number of sequences | 14 | 14 |
Number of hidden layers | 3 | 2 |
Number of nodes in each hidden layer | 50 | 10 |
Number of mixture Gaussian kernels | - | 1 |