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Optimization of LSTM model parameters.
| Property | Value | Property | Value |
|---|---|---|---|
| Gradient threshold | 1 | Maximum epochs | 500 |
| Squared gradient factor | 0.99 | Mini batch size | 10 |
| Initial learn rate | 0.01 | Gradient factor | 0.9 |
| Drop factor | 0.1 | Drop period | 500 |
| Number of hidden layers | 350 | Solver for training network | adam |
