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. 2020 Jul 4:1–15. Online ahead of print. doi: 10.1007/s00521-020-05129-6

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