Table 2. Averaged R2 values in the validation data for several settings.
RNN cell | No. of Layers | No. of Hidden Units | R2 |
---|---|---|---|
LSTM | 2 | 20 | 0.8671 |
2 | 40 | 0.8701 | |
4 | 20 | 0.8667 | |
4 | 40 | 0.8690 | |
GRU | 2 | 20 | 0.8673 |
2 | 40 | 0.8702 | |
4 | 20 | 0.8674 | |
4 | 40 | 0.8708 |