Table 6.
Predicting BTC price by regression models for nth day using Interval III
| Metrics | Horizon | ANN | SVM | SANN | LSTM |
|---|---|---|---|---|---|
| MAE | 7 | 17.71 | 19.15 | 16.32 | 22.05 |
| 30 | 90.12 | 87.43 | 77.12 | 116.37 | |
| 90 | 96.01 | 98.03 | 72.23 | 109.22 | |
| RMSE | 7 | 31.78 | 37.32 | 36.33 | 36.12 |
| 30 | 175.60 | 158.60 | 156.30 | 219.59 | |
| 90 | 210.09 | 203.11 | 140.00 | 217.84 | |
| MAPE | 7 | 3.09 | 3.29 | 2.88 | 3.83 |
| 30 | 4.83 | 5.50 | 3.45 | 5.96 | |
| 90 | 4.44 | 4.96 | 4.10 | 5.41 |