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. 2018 Aug 27;13(8):e0202707. doi: 10.1371/journal.pone.0202707

Table 1. The average error of the four models when nstep = 1.

Method December 30 December 31
RMSE MAPE
(%)
VAPE
(%)
RMSE MAPE
(%)
VAPE
(%)
SVR 56.22 8.83 1.30 209.10 12.98 0.60
MLP 68.91 11.50 1.39 145.58 10.33 0.44
GBRT 50.37 9.22 0.95 274.75 17.11 1.72
HA 86.72 19.20 2.23 718.70 29.12 6.72